PhD in Information and Communication Technology
University of Trento, 2018
Auxiliary tasks enhanced dual-affinity learning for weakly supervised semantic segmentation
Article
DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video Generation
Article
InvPT++: Inverted Pyramid Multi-Task Transformer for Visual Scene Understanding
Article
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation
Article
CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs
Conference paper
DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection
Conference paper
DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated Data
Conference paper
Efficient Multitask Dense Predictor via Binarization
Conference paper
GScream: Learning 3D Geometry and Feature Consistent Gaussian Splatting for Object Removal
Conference paper
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting
Conference paper
Implicit Event-RGBD Neural SLAM
Conference paper
Interactive3D: Create What You Want by Interactive 3D Generation
Conference paper
Motion-Oriented Compositional Neural Radiance Fields for Monocular Dynamic Human Modeling
Conference paper
RoomTex: Texturing Compositional Indoor Scenes via Iterative Inpainting
Conference paper
SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis
Conference paper
Text-to-3D Generation with Bidirectional Diffusion using both 2D and 3D priors
Conference paper
Article
Learning class-agnostic masks with cross-task refinement for weakly supervised semantic segmentation
Article
Reducing Spatial Labeling Redundancy for Active Semi-Supervised Crowd Counting
Article
Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation
Article
Conference paper
Contrastive Multi-Task Dense Prediction
Conference paper
DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-training via Word-Region Alignment
Conference paper
Edge guided GANs with contrastive learning for semantic image synthesis
Conference paper
Fine-grained Domain Adaptive Crowd Counting via Point-derived Segmentation
Conference paper
Learning multi-modal class-specific tokens for weakly supervised dense object localization
Conference paper
Learning Unified Decompositional and Compositional NeRF for Editable Novel View Synthesis
Conference paper
Multi-Modal Multi-Task Joint 2D and 3D Scene Perception and Localization
Conference paper
Conference paper
TaskExpert: Dynamically Assembling Multi-Task Representations with Memorial Mixture-of-Experts
Conference paper
TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding
Conference paper
Article
Continual attentive fusion for incremental learning in semantic segmentation
Article
Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction
Article
Variational Structured Attention Networks for Deep Visual Representation Learning
Article
Depth-Aware Generative Adversarial Network for Talking Head Video Generation
Conference paper
DetCLIP: Dictionary-enriched visual-concept paralleled pre-training for open-world detection
Conference paper
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo
Conference paper
Inverted Pyramid Multi-task Transformer for Dense Scene Understanding
Conference paper
Lipschitz Continuity Retained Binary Neural Network
Conference paper
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation
Conference paper
Multimedia Content Understanding in Harsh Environments
Conference paper
Network Binarization via Contrastive Learning
Conference paper
Conference paper
Cross-modal Consensus Network for Weakly Supervised Temporal Action Localization
Conference paper
Delving into Localization Errors for Monocular 3D Object Detection
Conference paper
Conference paper
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation
Conference paper
Moving SLAM: Fully Unsupervised Deep Learning in Non-Rigid Scenes
Conference paper
Conference paper
SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks
Conference paper
Dynamic Graph Message Passing Networks
Conference paper
Geometry-aware video object detection for static cameras
Conference paper
Conference paper
Learning How to Smile: Expression Video Generation with Conditional Adversarial Recurrent Nets
Article
Monocular Depth Estimation Using Multi-Scale Continuous CRFs as Sequential Deep Networks
Article
Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation
Conference paper
Attribute-guided sketch generation
Conference paper
Cycle in cycle generative adversarial networks for keypoint-guided image generation
Conference paper
Deep micro-dictionary learning and coding network
Conference paper
Dual Generator Generative Adversarial Networks for Multi-domain Image-to-Image Translation
Conference paper
Expression Conditional Gan for Facial Expression-to-Expression Translation
Conference paper
Conference paper
Structured Coupled Generative Adversarial Networks for Unsupervised Monocular Depth Estimation
Conference paper
Structured modeling of joint deep feature and prediction refinement for salient object detection
Conference paper
Conference paper
Cross-Paced Representation Learning with Partial Curricula for Sketch-Based Image Retrieval
Article
Every Smile is Unique: Landmark-Guided Diverse Smile Generation
Conference paper
GestureGAN for hand gesture-to-gesture translation in the wild
Conference paper
Group Consistent Similarity Learning via Deep CRF for Person Re-identification
Conference paper
Conference paper
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation
Conference paper
Unsupervised adversarial depth estimation using cycled generative networks
Conference paper
Detecting anomalous events in videos by learning deep representations of appearance and motion
Article
Supervised Local Descriptor Learning for Human Action Recognition
Article
Learning cross-modal deep representations for robust pedestrian detection
Conference paper
Learning deep structured multi-scale features using attention-gated CRFs for contour prediction
Conference paper
Multi-scale continuous CRFs as sequential deep networks for monocular depth estimation
Conference paper
Conference paper
Viraliency: Pooling local virality
Conference paper
Academic coupled dictionary learning for sketch-based image retrieval
Conference paper
Multi-Paced Dictionary Learning for cross-domain retrieval and recognition
Conference paper
Anomaly Detection in Video Surveillance via Gaussian Process
Article
Spatio-temporal context analysis within video volumes for anomalous-event detection and localization
Article
The State of the Art in Human-Robot Interaction for Household Services
Book chapter
Learning Deep Representations of Appearance and Motion for Anomalous Event Detection
Conference paper
Online Dynamic Gesture Recognition for Human Robot Interaction
Article
Video anomaly detection based on a hierarchical activity discovery within spatio-temporal contexts
Article
Dynamic gesture recognition using 3D trajectory
Conference paper
Conference paper
A new approach for hand-waving detection in crowds
Conference paper
A novel hand posture recognition system based on sparse representation using color and depth images
Conference paper
Conference paper
Anomaly detection in crowds using a space MRF with incremental updates
Conference paper
Hierarchical activity discovery within spatio-temporal context for video anomaly detection
Conference paper
Real-time dynamic gesture recognition system based on depth perception for robot navigation
Conference paper
Integrated approach of skin-color detection and depth information for hand and face localization
Conference paper
Auxiliary tasks enhanced dual-affinity learning for weakly supervised semantic segmentation
DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video Generation
InvPT++: Inverted Pyramid Multi-Task Transformer for Visual Scene Understanding
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation
CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs
DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection
DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated Data
GScream: Learning 3D Geometry and Feature Consistent Gaussian Splatting for Object Removal
Interactive3D: Create What You Want by Interactive 3D Generation
Motion-Oriented Compositional Neural Radiance Fields for Monocular Dynamic Human Modeling
RoomTex: Texturing Compositional Indoor Scenes via Iterative Inpainting
SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis
Text-to-3D Generation with Bidirectional Diffusion using both 2D and 3D priors
Learning class-agnostic masks with cross-task refinement for weakly supervised semantic segmentation
Reducing Spatial Labeling Redundancy for Active Semi-Supervised Crowd Counting
Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation
DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-training via Word-Region Alignment
Edge guided GANs with contrastive learning for semantic image synthesis
Fine-grained Domain Adaptive Crowd Counting via Point-derived Segmentation
Learning multi-modal class-specific tokens for weakly supervised dense object localization
Learning Unified Decompositional and Compositional NeRF for Editable Novel View Synthesis
Multi-Modal Multi-Task Joint 2D and 3D Scene Perception and Localization
TaskExpert: Dynamically Assembling Multi-Task Representations with Memorial Mixture-of-Experts
TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding
Continual attentive fusion for incremental learning in semantic segmentation
Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction
Variational Structured Attention Networks for Deep Visual Representation Learning
Depth-Aware Generative Adversarial Network for Talking Head Video Generation
DetCLIP: Dictionary-enriched visual-concept paralleled pre-training for open-world detection
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo
Inverted Pyramid Multi-task Transformer for Dense Scene Understanding
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation
Cross-modal Consensus Network for Weakly Supervised Temporal Action Localization
Delving into Localization Errors for Monocular 3D Object Detection
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation
Moving SLAM: Fully Unsupervised Deep Learning in Non-Rigid Scenes
SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks
Learning How to Smile: Expression Video Generation with Conditional Adversarial Recurrent Nets
Monocular Depth Estimation Using Multi-Scale Continuous CRFs as Sequential Deep Networks
Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation
Cycle in cycle generative adversarial networks for keypoint-guided image generation
Dual Generator Generative Adversarial Networks for Multi-domain Image-to-Image Translation
Expression Conditional Gan for Facial Expression-to-Expression Translation
Structured Coupled Generative Adversarial Networks for Unsupervised Monocular Depth Estimation
Structured modeling of joint deep feature and prediction refinement for salient object detection
Cross-Paced Representation Learning with Partial Curricula for Sketch-Based Image Retrieval
Every Smile is Unique: Landmark-Guided Diverse Smile Generation
GestureGAN for hand gesture-to-gesture translation in the wild
Group Consistent Similarity Learning via Deep CRF for Person Re-identification
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation
Unsupervised adversarial depth estimation using cycled generative networks
Detecting anomalous events in videos by learning deep representations of appearance and motion
Supervised Local Descriptor Learning for Human Action Recognition
Cross-Paced Representation Learning with Partial Curricula for Sketch-Based Image Retrieval
Article
Every Smile is Unique: Landmark-Guided Diverse Smile Generation
Conference paper
GestureGAN for hand gesture-to-gesture translation in the wild
Conference paper
Group Consistent Similarity Learning via Deep CRF for Person Re-identification
Conference paper
Conference paper
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation
Conference paper
Unsupervised adversarial depth estimation using cycled generative networks
Conference paper
Detecting anomalous events in videos by learning deep representations of appearance and motion
Article
Supervised Local Descriptor Learning for Human Action Recognition
Article
Learning cross-modal deep representations for robust pedestrian detection
Conference paper
Learning deep structured multi-scale features using attention-gated CRFs for contour prediction
Conference paper
Multi-scale continuous CRFs as sequential deep networks for monocular depth estimation
Conference paper
Conference paper
Viraliency: Pooling local virality
Conference paper
Academic coupled dictionary learning for sketch-based image retrieval
Conference paper
Multi-Paced Dictionary Learning for cross-domain retrieval and recognition
Conference paper
Anomaly Detection in Video Surveillance via Gaussian Process
Article
Spatio-temporal context analysis within video volumes for anomalous-event detection and localization
Article
The State of the Art in Human-Robot Interaction for Household Services
Book chapter
Learning Deep Representations of Appearance and Motion for Anomalous Event Detection
Conference paper
Online Dynamic Gesture Recognition for Human Robot Interaction
Article
Video anomaly detection based on a hierarchical activity discovery within spatio-temporal contexts
Article
Dynamic gesture recognition using 3D trajectory
Conference paper
Conference paper
A new approach for hand-waving detection in crowds
Conference paper
A novel hand posture recognition system based on sparse representation using color and depth images
Conference paper
Conference paper
Anomaly detection in crowds using a space MRF with incremental updates
Conference paper
Hierarchical activity discovery within spatio-temporal context for video anomaly detection
Conference paper
Real-time dynamic gesture recognition system based on depth perception for robot navigation
Conference paper
Integrated approach of skin-color detection and depth information for hand and face localization
Conference paper
COMP3211 | Fundamentals of Artificial Intelligence |
UROP1100N | Undergraduate Research Opportunities Series 1 |
COMP4981 | Final Year Project |
UROP1000 | Undergraduate Research Opportunities |
UROP1100M | Undergraduate Research Opportunities Series 1 |
COMP4981 | Final Year Project |
COMP4981H | Final Year Thesis |
COMP5422 | Deep 2D and 3D Visual Scene Understanding |
CPEG4901 | Computer Engineering Final Year Project in COMP |
COMP3211 | Fundamentals of Artificial Intelligence |
COMP4971A | Independent Work |
COMP4981 | Final Year Project |
COMP4981H | Final Year Thesis |
UROP1100K | Undergraduate Research Opportunities Series 1 |
COMP4971A | Independent Work |
COMP4981 | Final Year Project |
COMP4981H | Final Year Thesis |
UROP1000 | Undergraduate Research Opportunities |
UROP1100J | Undergraduate Research Opportunities Series 1 |
No Teaching Assignments |
LIU, Jinfeng
Computer Science and Engineering
MEI, Xiaodong
Computer Science and Engineering
WANG, Yucheng
Computer Science and Engineering
WANG, Zipeng
Computer Science and Engineering
YAN, Chi
Computer Science and Engineering
DONG, Shaocong
Computer Science and Engineering
YAO, Lewei
Computer Science and Engineering
CAO, Yang
Computer Science and Engineering
KIM, Jaehyeok
Computer Science and Engineering
WANG, Qi
Individualized Interdisciplinary Program (Robotics and Autonomous Systems)
WANG, Qicheng
Individualized Interdisciplinary Program (Robotics and Autonomous Systems)
WANG, Yuxin
Computer Science and Engineering
ZHAO, Shuling
Computer Science and Engineering
ZHENG, Xunzhi
Computer Science and Engineering
ZHONG, Yingji
Computer Science and Engineering
HONG, Fating
Computer Science and Engineering
MI, Zhenxing
Computer Science and Engineering
YE, Hanrong
Computer Science and Engineering
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