Faculty Profiles - CHEN Qifeng | The Hong Kong University of Science and Technology

Assistant Professor
Department of Computer Science and Engineering
Department of Electronic and Computer Engineering

Associate Director of Intelligent Autonomous Driving Center

Research Interest

Computer vision

Machine learning

Computer graphics

Publications

2023 4

Deep Video Prior for Video Consistency and Propagation

IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 45, (1), 1 January 2023, article number 9678082, p. 356-371
Lei, Chenyang; Xing, Yazhou; Ouyang, Hao; Chen, Qifeng
Article

ERRA: An Embodied Representation and Reasoning Architecture for Long-Horizon Language-Conditioned Manipulation Tasks

IEEE Robotics and Automation Letters, v. 8, (6), June 2023, article number 10097850, p. 3230-3237
Zhao, Chao; Yuan, Shuai; Jiang, Chunli; Cai, Junhao; Yu, Hongyu; Wang, Michael Yu; Chen, Qifeng
Article

Learn to Grasp via Intention Discovery and its Application to Challenging Clutter

IEEE Robotics and Automation Letters, v. 8, (2), February 2023, article number 9980456, p. 488-495
Zhao, Chao; Jiang, Chunli; Cai, Junhao; Yu, Hongyu; Wang, Michael Yu; Chen, Qifeng
Article

Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer

Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023 / IEEE. Piscataway, NJ : IEEE, 2023, p. 361-370, Article number: 10030422
Chen, Junming; Jiang, Meirui; Dou, Qi; Chen, Qifeng
Conference paper

2022 26

Physics Assisted Deep Learning for Indoor Imaging using Phaseless Wi-Fi Measurements

IEEE Transactions on Antennas and Propagation, v. 70, (10), October 2022, article number 9785460, p. 9716-9731
Deshmukh, Samruddhi Shivraj; Dubey, Amartansh; Ma, Dingfei; Chen, Qifeng; Murch, Ross David
Article

3D-Aware Indoor Scene Synthesis with Depth Priors

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13676 LNCS, 2022, p. 406-422
Shi, Zifan; Shen, Yujun; Zhu, Jiapeng; Yeung, Dit Yan; Chen, Qifeng
Conference paper

A Categorized Reflection Removal Dataset with Diverse Real-world Scenes

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, v. 2022-June, 2022, article number 9857240, p. 3039-3047
Lei, Chenyang; Huang, Xuhua; Qi, Chenyang; Zhao, Yankun; Sun, Wenxiu; Yan, Qiong; Chen, Qifeng
Conference paper

A Portable Multiscopic Camera for Novel View and Time Synthesis in Dynamic Scenes

IEEE International Conference on Intelligent Robots and Systems, v. 2022, October 2022, article number 9982040, p. 2409-2416
Zhang, Tianjia; Lau, Yuen Fui; Chen, Qifeng
Conference paper

AniFaceGAN: Animatable 3D-Aware Face Image Generation for Video Avatars

Wu, Yue; Deng, Yu; Yang, Jiaolong; Wei, Fangyun; Chen, Qifeng; Tong, Xin
Conference paper

ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation

Proceedings of the 13th Language Resources and Evaluation Conference, LREC 2022 / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 7259-7268
Lovenia, Holy; Cahyawijaya, Samuel; Winata, Genta Indra; Xu, Peng; Yan, Xu; Liu, Zihan; Frieske, Rita Maria; Yu, Tiezheng; Dai, Wenliang; Barezi, Elham J; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale Ngan
Conference paper

Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset

Proceedings of the 13th Language Resources and Evaluation Conference / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 6487-6494
Yu, Tiezheng; Frieske, Rita Maria; Xu, Peng; Cahyawijaya, Samuel; Yiu, Cheuk Tung; Lovenia, Holy; Dai, Wenliang; Jebalbarezi sarbijan, Elham; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale
Conference paper

CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition

Proceedings of 13th Conference on Language Resources and Evaluation, LREC 2022 / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 6786-6793
Dai, Wenliang; Cahyawijaya, Samuel; Yu, Tiezheng; Jebalbarezi Sarbijan, Elham; Xu, Peng; Yiu, Cheuk Tung; Frieske, Rita Maria; Lovenia, Holy; Winata, Genta Indra; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale
Conference paper

Composite Photograph Harmonization with Complete Background Cues

MM '22: Proceedings of the 30th ACM International Conference on Multimedia / Association for Computing Machinery. New York : Association for Computing Machinery, 2022, p. 2296-2304
Xing, Yazhou; Li, Yu; Wang, Xintao; Zhu, Ye; Chen, Qifeng
Conference paper

Efficient Point Cloud Segmentation with Geometry-Aware Sparse Networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13699 LNCS, 2022, p. 196-212
Ye, Maosheng; Wan, Rui; Xu, Shuangjie; Cao, Tongyi; Chen, Qifeng
Conference paper

FS6D: Few-Shot 6D Pose Estimation of Novel Objects

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), v. 2022, June 2022, article number 9878633, p. 6804-6814
He, Yisheng; Wang, Yao; Fan, Haoqiang; Sun, Jian; Chen, Qifeng
Conference paper

Harvesting Partially-Disjoint Time-Frequency Information for Improving Degenerate Unmixing Estimation Technique

Proceedings of the 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, v. 2022, May 2022, article number 9747679, p. 506-510
He, Yudong; Wang, He; Chen, Qifeng; So, Richard Hau Yue
Conference paper

High-Fidelity GAN Inversion for Image Attribute Editing

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), v. 2022- June, 2022, article number 9878687, p. 11369-11378
Wang, Tengfei; Zhang, Yong; Fan, Yanbo; Wang, Jue; Chen, Qifeng
Conference paper

Improving 3D-aware image synthesis with a geometry-aware discriminator

Shi, Zifan; Xu, Yinghao; Shen, Yujun; Zhao, Deli; Chen, Qifeng; Yeung, Dit Yan
Conference paper

One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic Modulations

Zhu, Yiming; Liu, Hongyu; Song, Yibing; Yuan, Ziyang; Han, Xintong; Yuan, Chun; Chen, Qifeng; Wang, Jue
Conference paper

Optimizing Image Compression via Joint Learning with Denoising

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13679, 2022, p. 56-73
Cheng, Ka Leong; Xie, Yueqi; Chen, Qifeng
Conference paper

Optimizing Video Prediction via Video Frame Interpolation

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), v. 2022, June 2022, p. 17793-17802
Wu, Yue; Wen, Qiang; Chen, Qifeng
Conference paper

Planning for Sample Efficient Imitation Learning

Yin, Zhaoheng; Ye, Weirui; Chen, Qifeng; Gao, Yang
Conference paper

Point Cloud Compression with Sibling Context and Surface Priors

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13698, October 2022, p. 744-759
Chen, Zhili; Qian, Zian; Wang, Sukai; Chen, Qifeng
Conference paper

Real-Time Neural Character Rendering with Pose-Guided Multiplane Images

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13692 LNCS, 2022, p. 192-209
Ouyang, Hao; Zhang, Bo; Zhang, Pan; Yang, Hao; Yang, Jiaolong; Chen, Dong; Chen, Qifeng; Wen, Fang
Conference paper

Real-time Streaming Video Denoising with Bidirectional Buffers

MM '22: Proceedings of the 30th ACM International Conference on Multimedia / Association for Computing Machinery. New York : Association for Computing Machinery, 2022, p. 2758-2766
Qi, Chenyang; Chen, Junming; Yang, Xin; Chen, Qifeng
Conference paper

Region-Based Semantic Factorization in GANs

Proceedings of Machine Learning Research, v. 162, July 2022, p. 27612-27632
Zhu, Jiapeng; Shen, Yujun; Xu, Yinghao; Zhao, Deli; Chen, Qifeng
Conference paper

Restorable Image Operators with Quasi-Invertible Networks

Proceedings of the AAAI Conference on Artificial Intelligence, v. 36, (2), June 2022, p. 2008-2016, Session: AAAI-22 Technical Tracks 2: AAAI Technical Track on Computer Vision II
Ouyang, Hao; Wang, Tengfei; Chen, Qifeng
Conference paper

Scene-level Point Cloud Colorization with Semantic-and-Geometric-aware Networks

Gao, Rongrong; Xiang, Tianzhu; Lei, Chenyang; Park, Jaesik; Chen, Qifeng
Conference paper

Shape from Polarization for Complex Scenes in the Wild

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2022-June, 2022, article number 9878824, p. 12622-12631
Lei, Chenyang; Qi, Chenyang; Xie, Jiaxin; Fan, Na; Koltun, Vladlen; Chen, Qifeng
Conference paper

Volumetric-based Contact Point Detection for 7-DoF Grasping

Cai, Junhao; Su, Jingcheng; Zhou, Zida; Cheng, Hui; Chen, Qifeng; Wang, Michael Yu
Conference paper

2021 25

Learning to Denoise Astronomical Images with U-nets

Monthly Notices of the Royal Astronomical Society, v. 503, (3), 1 May 2021, p. 3204-3215
Vojtekova, Antonia; Lieu, Maggie; Valtchanov, Ivan; Altieri, Bruno; Old, Lyndsay; Chen, Qifeng; Hroch, Filip
Article

DRINet: A Dual-Representation Iterative Learning Network for Point Cloud Segmentation

Proceedings of the IEEE International Conference on Computer Vision / IEEE. IEEE, 2021, p. 7427-7436, Article number: 9711019
Ye, Maosheng; Xu, Shuangjie; Cao, Tongyi; Chen, Qifeng
Conference paper

Dual-Camera Super-Resolution with Aligned Attention Modules

Proceedings 2021 IEEE/CVF International Conference on Computer Vision (ICCV) / IEEE. IEEE, 2021, p. 1981-1990, Article number: 9711419
Wang, Tengfei; Xie, Jiaxin; Sun, Wenxiu; Yan, Qiong; Chen, Qifeng
Conference paper

Embedding Novel Views in a Single JPEG Image

Proceedings of the IEEE International Conference on Computer Vision / IEEE. IEEE, 2021, p. 14499-14507, Article no: 9711187
Wu, Yue; Meng, Guotao; Chen, Qifeng
Conference paper

Enhanced Invertible Encoding for Learned Image Compression

MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, October 2021, p. 162-170
Xie, Yueqi; Cheng, Ka Leong; Chen, Qifeng
Conference paper

FFB6D: A Full Flow Bidirectional Fusion Network for 6D Pose Estimation

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 2021, p. 3002-3012
He, Yisheng; Huang, Haibin; Fan, Haoqiang; Chen, Qifeng; Sun, Jian
Conference paper

IICNet: A Generic Framework for Reversible Image Conversion

Proceedings of the IEEE International Conference on Computer Vision / IEEE. IEEE, 2021, p. 1971-1980, Article no: 9710652
Cheng, Ka Leong; Xie, Yueqi; Chen, Qifeng
Conference paper

Image Inpainting with External-internal Learning and Monochromic Bottleneck

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition / IEEE. Piscataway, NJ : IEEE, 2021, p. 5116-5125
Wang, Tengfei; Ouyang, Hao; Chen, Qifeng
Conference paper

Internal Video Inpainting by Implicit Long-range Propagation

Proceedings 2021 IEEE/CVF International Conference on Computer Vision (ICCV) / IEEE. IEEE, 2021, p. 14559-14568, Article number: 9710888
Ouyang, Hao; Wang, Tengfei; Chen, Qifeng
Conference paper

Invertible Image Signal Processing

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 2021, article number 9577810, p. 6283-6292
Xing, Yazhou; Qian, Zian; Chen, Qifeng
Conference paper

Involution: Inverting the inherence of convolution for visual recognition

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 2021, p. 12316-12325
Li, Duo; Hu, Jie; Wang, Changhu; Li, Xiangtai; She, Qi; Zhu, Lei; Zhang, Tong; Chen, Qifeng
Conference paper

Involution: Inverting the Inherence of Convolution for Visual Recognition

Li, Duo; Hu, Jie; Wang, Changhu; Li, Xiangtai; She, Qi; Zhu, Lei; Zhang, Tong; Chen, Qifeng
Conference paper

Joint Depth and Normal Estimation from Real-world Time-of-flight Raw Data

IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 71-78, article number 9636508
Gao, Rongrong; Fan, Na; Li, Changlin; Liu, Wentao; Chen, Qifeng
Conference paper

Learning to Predict Vehicle Trajectories with Model-based Planning

Song, Haoran; Luan, Di; Ding, Wenchao; Wang, Michael Yu; Chen, Qifeng
Conference paper

Low-Rank Subspaces in GANs

Advances in Neural Information Processing Systems, v. 34, December 2021, p. 16648-16658
Zhu, Jiapeng; Feng, Ruili; Shen, Yujun; Zhao, Deli; Zha, Zhengjun; Zhou, Jingren; Chen, Qifeng
Conference paper

Neural Camera Simulators

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 7696-7705
Ouyang, Hao; Shi, Zifan; Lei, Chenyang; Law, Ka Lung; Chen, Qifeng
Conference paper

Normalized Human Pose Features for Human Action Video Alignment

Proceedings of the IEEE International Conference on Computer Vision / IEEE. IEEE, 2021, p. 11501-11511, Article number: 9710422
Liu, Jingyuan; Shi, Mingyi; Chen, Qifeng; Fu, Hongbo; Tai, Chiew Lan
Conference paper

Robust Federated Learning with Attack-Adaptive Aggregation

Wan, Ching Pui; Chen, Qifeng
Conference paper

Robust Reflection Removal with Reflection-free Flash-only Cues

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 2021, article number 9578899, p. 14806-14815
Lei, Chenyang; Chen, Qifeng
Conference paper

Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving

Proceedings of the IEEE International Conference on Computer Vision / IEEE. IEEE, 2021, p. 15711-15720, Article number: 9710699
Ren, Xuanchi; Yang, Tao; Li, Li Erran; Alahi, Alexandre; Chen, Qifeng
Conference paper

SinIR: Efficient General Image Manipulation with Single Image Reconstruction

Proceedings of Machine Learning Research, v. 139, 2021, p. 12040-12050
Yoo, Ji Hyeong; Chen, Qifeng
Conference paper

Stereo Matching by Self-supervision of Multiscopic Vision

IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 5702-5709, article number 9636616
Yuan, Weihao; Zhang, Yazhan; Wu, Bingkun; Zhu, Siyu; Tan, Ping; Wang, Michael Yu; Chen, Qifeng
Conference paper

Stereo Waterdrop Removal with Row-wise Dilated Attention

Proceedings of the 2021 IEEE/RSJ International Conference on Intelligent Robots and System, September 2021, article number 9636216, p. 3829-3836
Shi, Zifan; Fan, Na; Yeung, Dit Yan; Chen, Qifeng
Conference paper

TPCN: Temporal Point Cloud Networks for Motion Forecasting

IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 11313-11322
Ye, Maosheng; Cao, Tongyi; Chen, Qifeng
Conference paper

Unsupervised Portrait Shadow Removal via Generative Priors

MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, October 2021, p. 236-244
He, Yingqing; Xing, Yazhou; Zhang, Tianjia; Chen, Qifeng
Conference paper

2020 14

MFuseNet: Robust Depth Estimation with Learned Multiscopic Fusion

IEEE Robotics and Automation Letters, v. 5, (2), April 2020, article number 9000612, p. 3113-3120
Yuan, Weihao; Fan, Rui; Wang, Michael Yu; Chen, Qifeng
Article

Blind Video Temporal Consistency via Deep Video Prior

Advances in Neural Information Processing Systems, v. 2020-December, December 2020
Lei, Chenyang; Xing, Yazhou; Chen, Qifeng
Conference paper

Deep Reinforced Attention Learning for Quality-Aware Visual Recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12361 LNCS, 2020, p. 493-509
Li, Duo; Chen, Qifeng
Conference paper

Depth Sensing Beyond LiDAR Range

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition / The Institute of Electrical and Electronics Engineers, Inc.. New York, NY, USA : The Institute of Electrical and Electronics Engineers, Inc., 2020, p. 1689-1697, Article number 9156562
Zhang, Kai; Xie, Jiaxin; Snavely, Noah; Chen, Qifeng
Conference paper

Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives

Proceedings: IEEE/CVF Conference on Computer Vision and Pattern Recognition CVPR 2020 / The Institute of Electrical and Electronics Engineers, Inc.. Piscataway, NJ : The Institute of Electrical and Electronics Engineers, Inc., 2020, p. 7642-7651
Li, Duo; Chen, Qifeng
Conference paper

Fully Convolutional Networks for Continuous Sign Language Recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12369, November 2020, p. 697-714
Cheng, Ka Leong; Yang, Zhaoyang; Chen, Qifeng; Tai, Yu Wing
Conference paper

Future Video Synthesis with Object Motion Prediction

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition / The Institute of Electrical and Electronics Engineers, Inc.. New York, NY, USA : The Institute of Electrical and Electronics Engineers, Inc., 2020, p. 5538-5547, Article number 9157188
Wu, Yue; Gao, Rongrong; Park, Jaesik; Chen, Qifeng
Conference paper

Learning to Learn Parameterized Classification Networks for Scalable Input Images

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12374 LNCS, 2020, p. 19-35
Li, Duo; Yao, Anbang; Chen, Qifeng
Conference paper

PiP: Planning-Informed Trajectory Prediction for Autonomous Driving

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12366 LNCS, 2020, p. 598-614
Song, Haoran; Ding, Wenchao; Chen, Yuxuan; Shen, Shaojie; Wang, Michael Yu; Chen, Qifeng
Conference paper

Polarized Reflection Removal with Perfect Alignment in the Wild

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition / The Institute of Electrical and Electronics Engineers, Inc.. New York, NY, USA : The Institute of Electrical and Electronics Engineers, Inc., 2020, p. 1747-1755, Article number 9157195
Lei, Chenyang; Huang, Xuhua; Zhang, Mengdi; Yan, Qiong; Sun, Wenxiu; Chen, Qifeng
Conference paper

PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12366, November 2020, p. 615-632
Li, Duo; Yao, Anbang; Chen, Qifeng
Conference paper

Self-supervised Dance Video Synthesis Conditioned on Music

MM '20: Proceedings of the 28th ACM International Conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2020, p. 46-54
Ren, Xuanchi; Li, Haoran; Huang, Zijian; Chen, Qifeng
Conference paper

Self-supervised Object Tracking with Cycle-consistent Siamese Networks

IEEE International Conference on Intelligent Robots and Systems, IROS 2020 / Institute of Electrical and Electronics Engineers. Piscataway, NJ : Institute of Electrical and Electronics Engineers, 2021, p. 10351-10358, Article number: 9341621
Yuan, Weihao; Wang, Michael Yu; Chen, Qifeng
Conference paper

Video Depth Estimation by Fusing Flow-to-Depth Proposals

2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) / Institute of Electrical and Electronics Engineers Inc.. Piscataway, NJ : Institute of Electrical and Electronics Engineers Inc., 2020, p. 10100-10107, Article number: 9341659
Xie, Jiaxin; Lei, Chenyang; Li, Zhuwen; Li, Li Erran; Chen, Qifeng
Conference paper

2019 8

3D Motion Decomposition for RGBD Future Dynamic Scene Synthesis

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2019, June 2019, article number 8953473, p. 7665-7674
Qi, Xiaojuan; Liu, Zhengzhe; Chen, Qifeng; Jia, Jiaya
Conference paper

A Single-Controller-Four-Output Analog-Assisted Digital LDO with Adaptive-Time-Multiplexing Control in 65-nm CMOS

ESSCIRC 2019: IEEE 45th European Solid State Circuits Conference, September 2019, article number 8902511, p. 289-292
Lu, Yasu; Chen, Qifeng; Mok, Kwok Tai Philip
Conference paper

Fully Automatic Video Colorization with Self-Regularization and Diversity

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2019, June 2019, article number 8953740, p. 3748-3756
Lei, Chenyang; Chen, Qifeng
Conference paper

Hiding Video in Audio via Reversible Generative Models

Proceedings: 2019 International Conference on Computer Vision, ICCV 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 1100-1109
Yang, Hyukyrul; Ouyang, Hao; Koltun, Vladlen; Chen, Qifeng
Conference paper

LeapDetect: An agile platform for inspecting power transmission lines from drones

Proceedings: 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019 / Editors, Panagiotis Papapetrou, Xueqi Cheng, Qing He. Piscataway, NJ : IEEE, 2019, p. 1106-1109
Mai, Guangcan; Gou, Renjie; Ji, Liya; Wu, Hua; Cao, Fei; Chen, Qifeng; Luo, Jun
Conference paper

Seeing Motion in the Dark

Proceedings: 2019 International Conference on Computer Vision, ICCV 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 3184-3193
Chen, Chen; Chen, Qifeng; Do, Minh; Koltun, Vladlen
Conference paper

Speech Denoising with Deep Feature Losses

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2019-September, 2019, p. 2723-2727
Germain, Francois; Chen, Qifeng; Koltun, Vladlen
Conference paper

Zoom to Learn, Learn to Zoom

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2019, June 2019, article number 8954193, p. 3757-3765
Zhang, Xuaner; Chen, Qifeng; Ng, Ren; Koltun, Vladlen
Conference paper

2018 5

Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search

Advances in Neural Information Processing Systems, v. 2018-December, 2018, p. 539-548
Li, Zhuwen; Chen, Qifeng; Koltun, Vladlen
Conference paper

Interactive Image Segmentation with Latent Diversity

Li, Zhuwen; Chen, Qifeng; Koltun, Vladlen
Conference paper

Learning to See in the Dark

Chen, Chen; Chen, Qifeng; Xu, Jia; Koltun, Vladlen
Conference paper

Semi-parametric Image Synthesis

Qi, Xiaojuan; Chen, Qifeng; Jia, Jiaya; Koltun, Vladlen
Conference paper

Single Image Reflection Separation with Perceptual Losses

Zhang, Xuaner; Ng, Ren; Chen, Qifeng
Conference paper

2017 2

Fast Image Processing with Fully-Convolutional Networks

Proceedings of the IEEE International Conference on Computer Vision, v. 2017-October, 22 December 2017, article number 8237535, p. 2516-2525
Chen, Qifeng; Xu, Jia; Koltun, Vladlen
Conference paper

Photographic Image Synthesis with Cascaded Refinement Networks

Proceedings of the IEEE International Conference on Computer Vision, v. 2017-October, 22 December 2017, article number 8237430, p. 1520-1529
Chen, Qifeng; Koltun, Vladlen
Conference paper

2016 2

Dense Monocular Depth Estimation in Complex Dynamic Scenes

the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2016-January, 2016, p. 4058-4066
Ranftl, Rene; Vineetl, Vibhav; Chen, Qifeng; Koltun, Vladlen
Conference paper

Full Flow: Optical Flow Estimation By Global Optimization over Regular Grids

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2016-January, 2016, p. 4706-4714
Chen, Qifeng; Koltun, Vladlen
Conference paper

2015 1

Robust Nonrigid Registration by Convex Optimization

Proceedings of the IEEE International Conference on Computer Vision, February 2015, article number 7410593, p. 2039-2047
Chen, Qifeng; Koltun, Vladlen
Conference paper

2014 1

Fast MRF Optimization with Application to Depth Reconstruction

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, September 2014, article number 6909895, p. 3914-3921
Chen, Qifeng; Koltun, Vladlen
Conference paper

2013 3

KNN Matting

IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 35, (9), 2013, article number 6409354, p. 2175-2188
Chen, Qifeng; Li, Dingzeyu; Tang, Chi Keung
Article

A Simple Model for Intrinsic Image Decomposition with Depth Cues

Proceedings of the IEEE International Conference on Computer Vision, 2013, article number 6751139, p. 241-248
Chen, Qifeng; Koltun, Vladlen
Conference paper

Motion-aware KNN Laplacian for Video Matting

Proceedings of the IEEE International Conference on Computer Vision, 2013, article number 6751559, p. 3599-3606
Li, Dingzeyu; Chen, Qifeng; Tang, Chi Keung
Conference paper

2012 1

KNN Matting

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2012, article number 6247760, p. 869-876
Chen, Qifeng; Li, Dingzeyu; Tang, Chi-Keung
Conference paper

Article 3

Deep Video Prior for Video Consistency and Propagation

IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 45, (1), 1 January 2023, article number 9678082, p. 356-371
Lei, Chenyang; Xing, Yazhou; Ouyang, Hao; Chen, Qifeng

ERRA: An Embodied Representation and Reasoning Architecture for Long-Horizon Language-Conditioned Manipulation Tasks

IEEE Robotics and Automation Letters, v. 8, (6), June 2023, article number 10097850, p. 3230-3237
Zhao, Chao; Yuan, Shuai; Jiang, Chunli; Cai, Junhao; Yu, Hongyu; Wang, Michael Yu; Chen, Qifeng

Learn to Grasp via Intention Discovery and its Application to Challenging Clutter

IEEE Robotics and Automation Letters, v. 8, (2), February 2023, article number 9980456, p. 488-495
Zhao, Chao; Jiang, Chunli; Cai, Junhao; Yu, Hongyu; Wang, Michael Yu; Chen, Qifeng

Conference paper 1

Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer

Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023 / IEEE. Piscataway, NJ : IEEE, 2023, p. 361-370, Article number: 10030422
Chen, Junming; Jiang, Meirui; Dou, Qi; Chen, Qifeng

Article 1

Physics Assisted Deep Learning for Indoor Imaging using Phaseless Wi-Fi Measurements

IEEE Transactions on Antennas and Propagation, v. 70, (10), October 2022, article number 9785460, p. 9716-9731
Deshmukh, Samruddhi Shivraj; Dubey, Amartansh; Ma, Dingfei; Chen, Qifeng; Murch, Ross David

Conference paper 25

3D-Aware Indoor Scene Synthesis with Depth Priors

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13676 LNCS, 2022, p. 406-422
Shi, Zifan; Shen, Yujun; Zhu, Jiapeng; Yeung, Dit Yan; Chen, Qifeng

A Categorized Reflection Removal Dataset with Diverse Real-world Scenes

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, v. 2022-June, 2022, article number 9857240, p. 3039-3047
Lei, Chenyang; Huang, Xuhua; Qi, Chenyang; Zhao, Yankun; Sun, Wenxiu; Yan, Qiong; Chen, Qifeng

A Portable Multiscopic Camera for Novel View and Time Synthesis in Dynamic Scenes

IEEE International Conference on Intelligent Robots and Systems, v. 2022, October 2022, article number 9982040, p. 2409-2416
Zhang, Tianjia; Lau, Yuen Fui; Chen, Qifeng

AniFaceGAN: Animatable 3D-Aware Face Image Generation for Video Avatars

Wu, Yue; Deng, Yu; Yang, Jiaolong; Wei, Fangyun; Chen, Qifeng; Tong, Xin

ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation

Proceedings of the 13th Language Resources and Evaluation Conference, LREC 2022 / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 7259-7268
Lovenia, Holy; Cahyawijaya, Samuel; Winata, Genta Indra; Xu, Peng; Yan, Xu; Liu, Zihan; Frieske, Rita Maria; Yu, Tiezheng; Dai, Wenliang; Barezi, Elham J; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale Ngan

Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset

Proceedings of the 13th Language Resources and Evaluation Conference / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 6487-6494
Yu, Tiezheng; Frieske, Rita Maria; Xu, Peng; Cahyawijaya, Samuel; Yiu, Cheuk Tung; Lovenia, Holy; Dai, Wenliang; Jebalbarezi sarbijan, Elham; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale

CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition

Proceedings of 13th Conference on Language Resources and Evaluation, LREC 2022 / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 6786-6793
Dai, Wenliang; Cahyawijaya, Samuel; Yu, Tiezheng; Jebalbarezi Sarbijan, Elham; Xu, Peng; Yiu, Cheuk Tung; Frieske, Rita Maria; Lovenia, Holy; Winata, Genta Indra; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale

Composite Photograph Harmonization with Complete Background Cues

MM '22: Proceedings of the 30th ACM International Conference on Multimedia / Association for Computing Machinery. New York : Association for Computing Machinery, 2022, p. 2296-2304
Xing, Yazhou; Li, Yu; Wang, Xintao; Zhu, Ye; Chen, Qifeng

Efficient Point Cloud Segmentation with Geometry-Aware Sparse Networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13699 LNCS, 2022, p. 196-212
Ye, Maosheng; Wan, Rui; Xu, Shuangjie; Cao, Tongyi; Chen, Qifeng

FS6D: Few-Shot 6D Pose Estimation of Novel Objects

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), v. 2022, June 2022, article number 9878633, p. 6804-6814
He, Yisheng; Wang, Yao; Fan, Haoqiang; Sun, Jian; Chen, Qifeng

Harvesting Partially-Disjoint Time-Frequency Information for Improving Degenerate Unmixing Estimation Technique

Proceedings of the 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, v. 2022, May 2022, article number 9747679, p. 506-510
He, Yudong; Wang, He; Chen, Qifeng; So, Richard Hau Yue

High-Fidelity GAN Inversion for Image Attribute Editing

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), v. 2022- June, 2022, article number 9878687, p. 11369-11378
Wang, Tengfei; Zhang, Yong; Fan, Yanbo; Wang, Jue; Chen, Qifeng

Improving 3D-aware image synthesis with a geometry-aware discriminator

Shi, Zifan; Xu, Yinghao; Shen, Yujun; Zhao, Deli; Chen, Qifeng; Yeung, Dit Yan

One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic Modulations

Zhu, Yiming; Liu, Hongyu; Song, Yibing; Yuan, Ziyang; Han, Xintong; Yuan, Chun; Chen, Qifeng; Wang, Jue

Optimizing Image Compression via Joint Learning with Denoising

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13679, 2022, p. 56-73
Cheng, Ka Leong; Xie, Yueqi; Chen, Qifeng

Optimizing Video Prediction via Video Frame Interpolation

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), v. 2022, June 2022, p. 17793-17802
Wu, Yue; Wen, Qiang; Chen, Qifeng

Planning for Sample Efficient Imitation Learning

Yin, Zhaoheng; Ye, Weirui; Chen, Qifeng; Gao, Yang

Point Cloud Compression with Sibling Context and Surface Priors

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13698, October 2022, p. 744-759
Chen, Zhili; Qian, Zian; Wang, Sukai; Chen, Qifeng

Real-Time Neural Character Rendering with Pose-Guided Multiplane Images

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13692 LNCS, 2022, p. 192-209
Ouyang, Hao; Zhang, Bo; Zhang, Pan; Yang, Hao; Yang, Jiaolong; Chen, Dong; Chen, Qifeng; Wen, Fang

Real-time Streaming Video Denoising with Bidirectional Buffers

MM '22: Proceedings of the 30th ACM International Conference on Multimedia / Association for Computing Machinery. New York : Association for Computing Machinery, 2022, p. 2758-2766
Qi, Chenyang; Chen, Junming; Yang, Xin; Chen, Qifeng

Region-Based Semantic Factorization in GANs

Proceedings of Machine Learning Research, v. 162, July 2022, p. 27612-27632
Zhu, Jiapeng; Shen, Yujun; Xu, Yinghao; Zhao, Deli; Chen, Qifeng

Restorable Image Operators with Quasi-Invertible Networks

Proceedings of the AAAI Conference on Artificial Intelligence, v. 36, (2), June 2022, p. 2008-2016, Session: AAAI-22 Technical Tracks 2: AAAI Technical Track on Computer Vision II
Ouyang, Hao; Wang, Tengfei; Chen, Qifeng

Scene-level Point Cloud Colorization with Semantic-and-Geometric-aware Networks

Gao, Rongrong; Xiang, Tianzhu; Lei, Chenyang; Park, Jaesik; Chen, Qifeng

Shape from Polarization for Complex Scenes in the Wild

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2022-June, 2022, article number 9878824, p. 12622-12631
Lei, Chenyang; Qi, Chenyang; Xie, Jiaxin; Fan, Na; Koltun, Vladlen; Chen, Qifeng

Volumetric-based Contact Point Detection for 7-DoF Grasping

Cai, Junhao; Su, Jingcheng; Zhou, Zida; Cheng, Hui; Chen, Qifeng; Wang, Michael Yu

Article 1

Learning to Denoise Astronomical Images with U-nets

Monthly Notices of the Royal Astronomical Society, v. 503, (3), 1 May 2021, p. 3204-3215
Vojtekova, Antonia; Lieu, Maggie; Valtchanov, Ivan; Altieri, Bruno; Old, Lyndsay; Chen, Qifeng; Hroch, Filip

Conference paper 24

DRINet: A Dual-Representation Iterative Learning Network for Point Cloud Segmentation

Proceedings of the IEEE International Conference on Computer Vision / IEEE. IEEE, 2021, p. 7427-7436, Article number: 9711019
Ye, Maosheng; Xu, Shuangjie; Cao, Tongyi; Chen, Qifeng

Dual-Camera Super-Resolution with Aligned Attention Modules

Proceedings 2021 IEEE/CVF International Conference on Computer Vision (ICCV) / IEEE. IEEE, 2021, p. 1981-1990, Article number: 9711419
Wang, Tengfei; Xie, Jiaxin; Sun, Wenxiu; Yan, Qiong; Chen, Qifeng

Embedding Novel Views in a Single JPEG Image

Proceedings of the IEEE International Conference on Computer Vision / IEEE. IEEE, 2021, p. 14499-14507, Article no: 9711187
Wu, Yue; Meng, Guotao; Chen, Qifeng

Enhanced Invertible Encoding for Learned Image Compression

MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, October 2021, p. 162-170
Xie, Yueqi; Cheng, Ka Leong; Chen, Qifeng

FFB6D: A Full Flow Bidirectional Fusion Network for 6D Pose Estimation

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 2021, p. 3002-3012
He, Yisheng; Huang, Haibin; Fan, Haoqiang; Chen, Qifeng; Sun, Jian

IICNet: A Generic Framework for Reversible Image Conversion

Proceedings of the IEEE International Conference on Computer Vision / IEEE. IEEE, 2021, p. 1971-1980, Article no: 9710652
Cheng, Ka Leong; Xie, Yueqi; Chen, Qifeng

Image Inpainting with External-internal Learning and Monochromic Bottleneck

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition / IEEE. Piscataway, NJ : IEEE, 2021, p. 5116-5125
Wang, Tengfei; Ouyang, Hao; Chen, Qifeng

Internal Video Inpainting by Implicit Long-range Propagation

Proceedings 2021 IEEE/CVF International Conference on Computer Vision (ICCV) / IEEE. IEEE, 2021, p. 14559-14568, Article number: 9710888
Ouyang, Hao; Wang, Tengfei; Chen, Qifeng

Invertible Image Signal Processing

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 2021, article number 9577810, p. 6283-6292
Xing, Yazhou; Qian, Zian; Chen, Qifeng

Involution: Inverting the inherence of convolution for visual recognition

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 2021, p. 12316-12325
Li, Duo; Hu, Jie; Wang, Changhu; Li, Xiangtai; She, Qi; Zhu, Lei; Zhang, Tong; Chen, Qifeng

Involution: Inverting the Inherence of Convolution for Visual Recognition

Li, Duo; Hu, Jie; Wang, Changhu; Li, Xiangtai; She, Qi; Zhu, Lei; Zhang, Tong; Chen, Qifeng

Joint Depth and Normal Estimation from Real-world Time-of-flight Raw Data

IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 71-78, article number 9636508
Gao, Rongrong; Fan, Na; Li, Changlin; Liu, Wentao; Chen, Qifeng

Learning to Predict Vehicle Trajectories with Model-based Planning

Song, Haoran; Luan, Di; Ding, Wenchao; Wang, Michael Yu; Chen, Qifeng

Low-Rank Subspaces in GANs

Advances in Neural Information Processing Systems, v. 34, December 2021, p. 16648-16658
Zhu, Jiapeng; Feng, Ruili; Shen, Yujun; Zhao, Deli; Zha, Zhengjun; Zhou, Jingren; Chen, Qifeng

Neural Camera Simulators

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 7696-7705
Ouyang, Hao; Shi, Zifan; Lei, Chenyang; Law, Ka Lung; Chen, Qifeng

Normalized Human Pose Features for Human Action Video Alignment

Proceedings of the IEEE International Conference on Computer Vision / IEEE. IEEE, 2021, p. 11501-11511, Article number: 9710422
Liu, Jingyuan; Shi, Mingyi; Chen, Qifeng; Fu, Hongbo; Tai, Chiew Lan

Robust Federated Learning with Attack-Adaptive Aggregation

Wan, Ching Pui; Chen, Qifeng

Robust Reflection Removal with Reflection-free Flash-only Cues

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 2021, article number 9578899, p. 14806-14815
Lei, Chenyang; Chen, Qifeng

Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving

Proceedings of the IEEE International Conference on Computer Vision / IEEE. IEEE, 2021, p. 15711-15720, Article number: 9710699
Ren, Xuanchi; Yang, Tao; Li, Li Erran; Alahi, Alexandre; Chen, Qifeng

SinIR: Efficient General Image Manipulation with Single Image Reconstruction

Proceedings of Machine Learning Research, v. 139, 2021, p. 12040-12050
Yoo, Ji Hyeong; Chen, Qifeng

Stereo Matching by Self-supervision of Multiscopic Vision

IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 5702-5709, article number 9636616
Yuan, Weihao; Zhang, Yazhan; Wu, Bingkun; Zhu, Siyu; Tan, Ping; Wang, Michael Yu; Chen, Qifeng

Stereo Waterdrop Removal with Row-wise Dilated Attention

Proceedings of the 2021 IEEE/RSJ International Conference on Intelligent Robots and System, September 2021, article number 9636216, p. 3829-3836
Shi, Zifan; Fan, Na; Yeung, Dit Yan; Chen, Qifeng

TPCN: Temporal Point Cloud Networks for Motion Forecasting

IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 11313-11322
Ye, Maosheng; Cao, Tongyi; Chen, Qifeng

Unsupervised Portrait Shadow Removal via Generative Priors

MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, October 2021, p. 236-244
He, Yingqing; Xing, Yazhou; Zhang, Tianjia; Chen, Qifeng

Article 1

MFuseNet: Robust Depth Estimation with Learned Multiscopic Fusion

IEEE Robotics and Automation Letters, v. 5, (2), April 2020, article number 9000612, p. 3113-3120
Yuan, Weihao; Fan, Rui; Wang, Michael Yu; Chen, Qifeng

Conference paper 13

Blind Video Temporal Consistency via Deep Video Prior

Advances in Neural Information Processing Systems, v. 2020-December, December 2020
Lei, Chenyang; Xing, Yazhou; Chen, Qifeng

Deep Reinforced Attention Learning for Quality-Aware Visual Recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12361 LNCS, 2020, p. 493-509
Li, Duo; Chen, Qifeng

Depth Sensing Beyond LiDAR Range

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition / The Institute of Electrical and Electronics Engineers, Inc.. New York, NY, USA : The Institute of Electrical and Electronics Engineers, Inc., 2020, p. 1689-1697, Article number 9156562
Zhang, Kai; Xie, Jiaxin; Snavely, Noah; Chen, Qifeng

Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives

Proceedings: IEEE/CVF Conference on Computer Vision and Pattern Recognition CVPR 2020 / The Institute of Electrical and Electronics Engineers, Inc.. Piscataway, NJ : The Institute of Electrical and Electronics Engineers, Inc., 2020, p. 7642-7651
Li, Duo; Chen, Qifeng

Fully Convolutional Networks for Continuous Sign Language Recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12369, November 2020, p. 697-714
Cheng, Ka Leong; Yang, Zhaoyang; Chen, Qifeng; Tai, Yu Wing

Future Video Synthesis with Object Motion Prediction

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition / The Institute of Electrical and Electronics Engineers, Inc.. New York, NY, USA : The Institute of Electrical and Electronics Engineers, Inc., 2020, p. 5538-5547, Article number 9157188
Wu, Yue; Gao, Rongrong; Park, Jaesik; Chen, Qifeng

Learning to Learn Parameterized Classification Networks for Scalable Input Images

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12374 LNCS, 2020, p. 19-35
Li, Duo; Yao, Anbang; Chen, Qifeng

PiP: Planning-Informed Trajectory Prediction for Autonomous Driving

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12366 LNCS, 2020, p. 598-614
Song, Haoran; Ding, Wenchao; Chen, Yuxuan; Shen, Shaojie; Wang, Michael Yu; Chen, Qifeng

Polarized Reflection Removal with Perfect Alignment in the Wild

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition / The Institute of Electrical and Electronics Engineers, Inc.. New York, NY, USA : The Institute of Electrical and Electronics Engineers, Inc., 2020, p. 1747-1755, Article number 9157195
Lei, Chenyang; Huang, Xuhua; Zhang, Mengdi; Yan, Qiong; Sun, Wenxiu; Chen, Qifeng

PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12366, November 2020, p. 615-632
Li, Duo; Yao, Anbang; Chen, Qifeng

Self-supervised Dance Video Synthesis Conditioned on Music

MM '20: Proceedings of the 28th ACM International Conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2020, p. 46-54
Ren, Xuanchi; Li, Haoran; Huang, Zijian; Chen, Qifeng

Self-supervised Object Tracking with Cycle-consistent Siamese Networks

IEEE International Conference on Intelligent Robots and Systems, IROS 2020 / Institute of Electrical and Electronics Engineers. Piscataway, NJ : Institute of Electrical and Electronics Engineers, 2021, p. 10351-10358, Article number: 9341621
Yuan, Weihao; Wang, Michael Yu; Chen, Qifeng

Video Depth Estimation by Fusing Flow-to-Depth Proposals

2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) / Institute of Electrical and Electronics Engineers Inc.. Piscataway, NJ : Institute of Electrical and Electronics Engineers Inc., 2020, p. 10100-10107, Article number: 9341659
Xie, Jiaxin; Lei, Chenyang; Li, Zhuwen; Li, Li Erran; Chen, Qifeng

Conference paper 8

3D Motion Decomposition for RGBD Future Dynamic Scene Synthesis

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2019, June 2019, article number 8953473, p. 7665-7674
Qi, Xiaojuan; Liu, Zhengzhe; Chen, Qifeng; Jia, Jiaya

A Single-Controller-Four-Output Analog-Assisted Digital LDO with Adaptive-Time-Multiplexing Control in 65-nm CMOS

ESSCIRC 2019: IEEE 45th European Solid State Circuits Conference, September 2019, article number 8902511, p. 289-292
Lu, Yasu; Chen, Qifeng; Mok, Kwok Tai Philip

Fully Automatic Video Colorization with Self-Regularization and Diversity

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2019, June 2019, article number 8953740, p. 3748-3756
Lei, Chenyang; Chen, Qifeng

Hiding Video in Audio via Reversible Generative Models

Proceedings: 2019 International Conference on Computer Vision, ICCV 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 1100-1109
Yang, Hyukyrul; Ouyang, Hao; Koltun, Vladlen; Chen, Qifeng

LeapDetect: An agile platform for inspecting power transmission lines from drones

Proceedings: 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019 / Editors, Panagiotis Papapetrou, Xueqi Cheng, Qing He. Piscataway, NJ : IEEE, 2019, p. 1106-1109
Mai, Guangcan; Gou, Renjie; Ji, Liya; Wu, Hua; Cao, Fei; Chen, Qifeng; Luo, Jun

Seeing Motion in the Dark

Proceedings: 2019 International Conference on Computer Vision, ICCV 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 3184-3193
Chen, Chen; Chen, Qifeng; Do, Minh; Koltun, Vladlen

Speech Denoising with Deep Feature Losses

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2019-September, 2019, p. 2723-2727
Germain, Francois; Chen, Qifeng; Koltun, Vladlen

Zoom to Learn, Learn to Zoom

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2019, June 2019, article number 8954193, p. 3757-3765
Zhang, Xuaner; Chen, Qifeng; Ng, Ren; Koltun, Vladlen

Conference paper 5

Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search

Advances in Neural Information Processing Systems, v. 2018-December, 2018, p. 539-548
Li, Zhuwen; Chen, Qifeng; Koltun, Vladlen

Interactive Image Segmentation with Latent Diversity

Li, Zhuwen; Chen, Qifeng; Koltun, Vladlen

Learning to See in the Dark

Chen, Chen; Chen, Qifeng; Xu, Jia; Koltun, Vladlen

Semi-parametric Image Synthesis

Qi, Xiaojuan; Chen, Qifeng; Jia, Jiaya; Koltun, Vladlen

Single Image Reflection Separation with Perceptual Losses

Zhang, Xuaner; Ng, Ren; Chen, Qifeng

Conference paper 2

Fast Image Processing with Fully-Convolutional Networks

Proceedings of the IEEE International Conference on Computer Vision, v. 2017-October, 22 December 2017, article number 8237535, p. 2516-2525
Chen, Qifeng; Xu, Jia; Koltun, Vladlen

Photographic Image Synthesis with Cascaded Refinement Networks

Proceedings of the IEEE International Conference on Computer Vision, v. 2017-October, 22 December 2017, article number 8237430, p. 1520-1529
Chen, Qifeng; Koltun, Vladlen

Conference paper 2

Dense Monocular Depth Estimation in Complex Dynamic Scenes

the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2016-January, 2016, p. 4058-4066
Ranftl, Rene; Vineetl, Vibhav; Chen, Qifeng; Koltun, Vladlen

Full Flow: Optical Flow Estimation By Global Optimization over Regular Grids

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2016-January, 2016, p. 4706-4714
Chen, Qifeng; Koltun, Vladlen

Conference paper 1

Robust Nonrigid Registration by Convex Optimization

Proceedings of the IEEE International Conference on Computer Vision, February 2015, article number 7410593, p. 2039-2047
Chen, Qifeng; Koltun, Vladlen

Conference paper 1

Fast MRF Optimization with Application to Depth Reconstruction

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, September 2014, article number 6909895, p. 3914-3921
Chen, Qifeng; Koltun, Vladlen

Article 1

KNN Matting

IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 35, (9), 2013, article number 6409354, p. 2175-2188
Chen, Qifeng; Li, Dingzeyu; Tang, Chi Keung

Conference paper 2

A Simple Model for Intrinsic Image Decomposition with Depth Cues

Proceedings of the IEEE International Conference on Computer Vision, 2013, article number 6751139, p. 241-248
Chen, Qifeng; Koltun, Vladlen

Motion-aware KNN Laplacian for Video Matting

Proceedings of the IEEE International Conference on Computer Vision, 2013, article number 6751559, p. 3599-3606
Li, Dingzeyu; Chen, Qifeng; Tang, Chi Keung

Conference paper 1

KNN Matting

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2012, article number 6247760, p. 869-876
Chen, Qifeng; Li, Dingzeyu; Tang, Chi-Keung

2017 2

Fast Image Processing with Fully-Convolutional Networks

Proceedings of the IEEE International Conference on Computer Vision, v. 2017-October, 22 December 2017, article number 8237535, p. 2516-2525
Chen, Qifeng; Xu, Jia; Koltun, Vladlen
Conference paper

Photographic Image Synthesis with Cascaded Refinement Networks

Proceedings of the IEEE International Conference on Computer Vision, v. 2017-October, 22 December 2017, article number 8237430, p. 1520-1529
Chen, Qifeng; Koltun, Vladlen
Conference paper

2016 2

Dense Monocular Depth Estimation in Complex Dynamic Scenes

the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2016-January, 2016, p. 4058-4066
Ranftl, Rene; Vineetl, Vibhav; Chen, Qifeng; Koltun, Vladlen
Conference paper

Full Flow: Optical Flow Estimation By Global Optimization over Regular Grids

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2016-January, 2016, p. 4706-4714
Chen, Qifeng; Koltun, Vladlen
Conference paper

2015 1

Robust Nonrigid Registration by Convex Optimization

Proceedings of the IEEE International Conference on Computer Vision, February 2015, article number 7410593, p. 2039-2047
Chen, Qifeng; Koltun, Vladlen
Conference paper

2014 1

Fast MRF Optimization with Application to Depth Reconstruction

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, September 2014, article number 6909895, p. 3914-3921
Chen, Qifeng; Koltun, Vladlen
Conference paper

2013 3

KNN Matting

IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 35, (9), 2013, article number 6409354, p. 2175-2188
Chen, Qifeng; Li, Dingzeyu; Tang, Chi Keung
Article

A Simple Model for Intrinsic Image Decomposition with Depth Cues

Proceedings of the IEEE International Conference on Computer Vision, 2013, article number 6751139, p. 241-248
Chen, Qifeng; Koltun, Vladlen
Conference paper

Motion-aware KNN Laplacian for Video Matting

Proceedings of the IEEE International Conference on Computer Vision, 2013, article number 6751559, p. 3599-3606
Li, Dingzeyu; Chen, Qifeng; Tang, Chi Keung
Conference paper

2012 1

KNN Matting

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2012, article number 6247760, p. 869-876
Chen, Qifeng; Li, Dingzeyu; Tang, Chi-Keung
Conference paper

Teaching Assignment

COMP3071	Honors Competitive Programming
COMP4910	Co-op Program
COMP4981	Final Year Project
COMP4981H	Final Year Thesis
COMP5214	Advanced Deep Learning Architectures
CPEG4901	Computer Engineering Final Year Project in COMP
ELEC5680	Advanced Deep Learning Architectures
UROP1100I	Undergraduate Research Opportunities Series 1

COMP4471	Deep Learning in Computer Vision
COMP4981	Final Year Project
COMP4981H	Final Year Thesis
ELEC4240	Deep Learning in Computer Vision
UROP1100H	Undergraduate Research Opportunities Series 1
UROP2100H	Undergraduate Research Opportunities Series 2

COMP4981	Final Year Project
COMP4981H	Final Year Thesis
UROP1100G	Undergraduate Research Opportunities Series 1
UROP2100G	Undergraduate Research Opportunities Series 2

COMP3071	Honors Competitive Programming
COMP4971F	Independent Work
COMP4981	Final Year Project
COMP5214	Advanced Deep Learning Architectures
ELEC4940C	Independent Study
ELEC5680	Advanced Deep Learning Architectures
UROP1100F	Undergraduate Research Opportunities Series 1

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Publications

2023 4

2022 26

2021 25

2020 14

2019 8

2018 5

2017 2

2016 2

2015 1

2014 1

2013 3

2012 1

Article 3

Conference paper 1

Article 1

Conference paper 25

Article 1

Conference paper 24

Article 1

Conference paper 13

Conference paper 8

Conference paper 5

Conference paper 2

Conference paper 2

Conference paper 1

Conference paper 1

Article 1

Conference paper 2

Conference paper 1

2017 2

2016 2

2015 1

2014 1

2013 3

2012 1

Teaching Assignment

Research Postgraduate (RPG) Supervision

From January 2020 to December 2023 (As of 28 May 2023)

Current RPGs

Graduated RPGs

Projects

From January 2021 to December 2023

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