PhD in Computer Science
Imperial College London, 2016
Blind Face Restoration for Under-Display Camera via Dictionary Guided Transformer
Article
Blind face restoration: Benchmark datasets and a baseline model
Article
DeMPAA: Deployable Multi-Mini-Patch Adversarial Attack for Remote Sensing Image Classification
Article
Frequency-Oriented Efficient Transformer for All-in-One Weather-Degraded Image Restoration
Article
Article
MC-Blur: A Comprehensive Benchmark for Image Deblurring
Article
Restoring vision in hazy weather with hierarchical contrastive learning
Article
Towards Real-World Blind Face Restoration with Generative Diffusion Prior
Article
A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation
Conference paper
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost
Conference paper
Context-Aware Integration of Language and Visual References for Natural Language Tracking
Conference paper
DetKDS: Knowledge Distillation Search for Object Detectors
Conference paper
MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results
Conference paper
Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-speech Gesture Generation
Conference paper
EDFace-Celeb-1 M: Benchmarking Face Hallucination With a Million-Scale Dataset
Article
Enhanced Spatio-Temporal Interaction Learning for Video Deraining: Faster and Better
Article
Multiprior Learning via Neural Architecture Search for Blind Face Restoration
Article
Taming Self-Supervised Learning for Presentation Attack Detection: De-Folding and De-Mixing
Article
T-Net: Deep Stacked Scale-Iteration Network for Image Dehazing
Article
Transferring Image-CLIP to Video-Text Retrieval via Temporal Relations
Article
ADTR: Anomaly Detection Transformer with Feature Reconstruction
Conference paper
Conference paper
Few-shot Object Counting with Similarity-Aware Feature Enhancement
Conference paper
Homography Guided Temporal Fusion for Road Line and Marking Segmentation
Conference paper
InterTracker: Discovering and Tracking General Objects Interacting with Hands in the Wild
Conference paper
MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing
Conference paper
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports
Conference paper
Punctuation-level attack: single-shot and single punctuation attack can fool text models
Conference paper
Robust Single Image Reflection Removal Against Adversarial Attacks
Conference paper
Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method
Conference paper
Action Status Based Novel Relative Feature Representations for Interaction Recognition
Article
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior
Article
Deep Image Deblurring: A Survey
Article
Disentangled Feature Networks for Facial Portrait and Caricature Generation
Article
Four-player GroupGAN for weak expression recognition via latent expression magnification
Article
LAGA-Net: Local-and-Global Attention Network for Skeleton Based Action Recognition
Article
Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis
Article
Multidimensional Local Binary Pattern for Hyperspectral Image Classification
Article
Aesthetic Text Logo Synthesis via Content-aware Layout Inferring
Conference paper
APPTracker: Improving Tracking Multiple Objects in Low-Frame-Rate Videos
Conference paper
AD-VAT+: An asymmetric dueling mechanism for learning and understanding visual active tracking
Article
Article
Article
Deep Dense Multi-Scale Network for Snow Removal Using Semantic and Depth Priors
Article
Deep robust image deblurring via blur distilling and information comparison in latent space
Article
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal
Article
Multi-Level Fusion and Attention-Guided CNN for Image Dehazing
Article
Multiple object tracking: A literature review
Article
Single Image Dehazing via Dual-Path Recurrent Network
Article
Video Deblurring via Spatiotemporal Pyramid Network and Adversarial Gradient Prior
Article
Benchmarking Ultra-High-Definition Image Super-resolution
Conference paper
Towards Distraction-Robust Active Visual Tracking
Conference paper
Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance
Article
Distractor-aware discrimination learning for online multiple object tracking
Article
End-to-End Active Object Tracking and Its Real-World Deployment via Reinforcement Learning
Article
STFlow: Self-Taught Optical Flow Estimation Using Pseudo Labels
Article
TSSLBP: Tensor-based spatial-spectral local binary pattern
Article
Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding
Conference paper
Deblurring by Realistic Blurring
Conference paper
Every Moment Matters: Detail-Aware Networks to Bring a Blurry Image Alive
Conference paper
Fine-grained image-To-image transformation towards visual recognition
Conference paper
Weakly-supervised spatio-temporally grounding natural sentence in video
Conference paper
Adversarial spatio-temporal learning for video deblurring
Article
Article
Trajectories as topics: Multi-object tracking by topic discovery
Article
AD-VAT+: An asymmetric dueling mechanism for learning visual active tracking
Conference paper
Cousin network guided sketch recognition via latent attribute warehouse
Conference paper
Face anti-spoofing: Model matters, so does data
Conference paper
Learning joint gait representation via quintuplet loss minimization
Conference paper
Learning to compose dynamic tree structures for visual contexts
Conference paper
Conference paper
Residual regression with semantic prior for crowd counting
Conference paper
Conference paper
End-to-end active object tracking via reinforcement learning
Conference paper
Learning to Generate Time-Lapse Videos Using Multi-stage Dynamic Generative Adversarial Networks
Conference paper
Instant coherent group motion filtering by group motion representations
Article
Real-time neural style transfer for videos
Conference paper
Automatic topic discovery for multi-object tracking
Conference paper
Bi-label propagation for generic multiple object tracking
Conference paper
Unified face analysis by iterative multi-output random forests
Conference paper
Generic object crowd tracking by multi-task learning
Conference paper
Article
Semantic shape similarity-based contour tracking evaluation
Article
Efficient block-division model for robust multiple object tracking
Conference paper
Probabilistic index histogram for robust object tracking
Conference paper
Robust object tracking with boosted discriminative model via graph embedding
Conference paper
Robust visual tracking via transfer learning
Conference paper
Blind Face Restoration for Under-Display Camera via Dictionary Guided Transformer
Blind face restoration: Benchmark datasets and a baseline model
DeMPAA: Deployable Multi-Mini-Patch Adversarial Attack for Remote Sensing Image Classification
Frequency-Oriented Efficient Transformer for All-in-One Weather-Degraded Image Restoration
Restoring vision in hazy weather with hierarchical contrastive learning
Towards Real-World Blind Face Restoration with Generative Diffusion Prior
A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost
Context-Aware Integration of Language and Visual References for Natural Language Tracking
MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results
Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-speech Gesture Generation
EDFace-Celeb-1 M: Benchmarking Face Hallucination With a Million-Scale Dataset
Enhanced Spatio-Temporal Interaction Learning for Video Deraining: Faster and Better
Multiprior Learning via Neural Architecture Search for Blind Face Restoration
Taming Self-Supervised Learning for Presentation Attack Detection: De-Folding and De-Mixing
T-Net: Deep Stacked Scale-Iteration Network for Image Dehazing
Transferring Image-CLIP to Video-Text Retrieval via Temporal Relations
ADTR: Anomaly Detection Transformer with Feature Reconstruction
Few-shot Object Counting with Similarity-Aware Feature Enhancement
Homography Guided Temporal Fusion for Road Line and Marking Segmentation
InterTracker: Discovering and Tracking General Objects Interacting with Hands in the Wild
MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports
Punctuation-level attack: single-shot and single punctuation attack can fool text models
Robust Single Image Reflection Removal Against Adversarial Attacks
Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method
Action Status Based Novel Relative Feature Representations for Interaction Recognition
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior
Disentangled Feature Networks for Facial Portrait and Caricature Generation
Four-player GroupGAN for weak expression recognition via latent expression magnification
LAGA-Net: Local-and-Global Attention Network for Skeleton Based Action Recognition
Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis
Multidimensional Local Binary Pattern for Hyperspectral Image Classification
AD-VAT+: An asymmetric dueling mechanism for learning and understanding visual active tracking
Deep Dense Multi-Scale Network for Snow Removal Using Semantic and Depth Priors
Deep robust image deblurring via blur distilling and information comparison in latent space
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal
Multi-Level Fusion and Attention-Guided CNN for Image Dehazing
Video Deblurring via Spatiotemporal Pyramid Network and Adversarial Gradient Prior
Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance
Distractor-aware discrimination learning for online multiple object tracking
End-to-End Active Object Tracking and Its Real-World Deployment via Reinforcement Learning
STFlow: Self-Taught Optical Flow Estimation Using Pseudo Labels
Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding
Every Moment Matters: Detail-Aware Networks to Bring a Blurry Image Alive
Fine-grained image-To-image transformation towards visual recognition
Weakly-supervised spatio-temporally grounding natural sentence in video
Conference paper
End-to-end active object tracking via reinforcement learning
Conference paper
Learning to Generate Time-Lapse Videos Using Multi-stage Dynamic Generative Adversarial Networks
Conference paper
Instant coherent group motion filtering by group motion representations
Article
Real-time neural style transfer for videos
Conference paper
Automatic topic discovery for multi-object tracking
Conference paper
Bi-label propagation for generic multiple object tracking
Conference paper
Unified face analysis by iterative multi-output random forests
Conference paper
Generic object crowd tracking by multi-task learning
Conference paper
Article
Semantic shape similarity-based contour tracking evaluation
Article
Efficient block-division model for robust multiple object tracking
Conference paper
Probabilistic index histogram for robust object tracking
Conference paper
Robust object tracking with boosted discriminative model via graph embedding
Conference paper
Robust visual tracking via transfer learning
Conference paper
EMIA2010B | Cross-disciplinary Seminar: Digital Media and Creative Arts |
EMIA4110 | Practical Machine Learning |
No Teaching Assignments |
No Teaching Assignments |
No Teaching Assignments |
No Teaching Assignments |
No Teaching Assignments |
LI, Yan
(co-supervision)
Individualized Interdisciplinary Program
WANG, Zhiqiang
Individualized Interdisciplinary Program
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