2009 · International Journal of Computer Vision
The Pascal Visual Object Classes (VOC) Challenge
20,072 citationsRead
Most cited
1,941 papers in total2006 · Lecture notes in computer science
SURF: Speeded Up Robust Features
14,773 citationsRead
2008 · Computer Vision and Image Understanding
Speeded-Up Robust Features (SURF)
13,584 citationsRead
2014 · International Journal of Computer Vision
The Pascal Visual Object Classes Challenge: A Retrospective
7,400 citationsRead
2021 · IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)
SwinIR: Image Restoration Using Swin Transformer
4,694 citationsRead
2016 · Lecture notes in computer science
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition
4,003 citationsRead
Newest first
1,941 papers in total2024
- Equivariant Multi-Modality Image FusionIEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 242 citations
- VRT: A Video Restoration TransformerIEEE Transactions on Image Processing · 229 citations
- UniDepth: Universal Monocular Metric Depth EstimationIEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 195 citations
- CamoFormer: Masked Separable Attention for Camouflaged Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence · 177 citations
2023
- CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image FusionIEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 938 citations
- DDFM: Denoising Diffusion Model for Multi-Modality Image FusionIEEE/CVF International Conference on Computer Vision (ICCV) · 382 citations
- DiffIR: Efficient Diffusion Model for Image RestorationIEEE/CVF International Conference on Computer Vision (ICCV) · 372 citations
- MIC: Masked Image Consistency for Context-Enhanced Domain AdaptationIEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 353 citations
- Efficient and Explicit Modelling of Image Hierarchies for Image RestorationIEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 292 citations
- Deep Gradient Learning for Efficient Camouflaged Object DetectionMachine Intelligence Research · 288 citations
- Point-SLAM: Dense Neural Point Cloud-based SLAMIEEE/CVF International Conference on Computer Vision (ICCV) · 230 citations
- Practical Blind Image Denoising via Swin-Conv-UNet and Data SynthesisMachine Intelligence Research · 227 citations
- Denoising Diffusion Models for Plug-and-Play Image RestorationIEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 224 citations
2022
- RePaint: Inpainting using Denoising Diffusion Probabilistic ModelsIEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,662 citations
- DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic SegmentationIEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 621 citations
- Continual Test-Time Domain AdaptationIEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 494 citations
- MHFormer: Multi-Hypothesis Transformer for 3D Human Pose EstimationIEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 452 citations
- Transforming Model Prediction for TrackingIEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 432 citations
- Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image ReconstructionIEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 349 citations
- MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral ReconstructionIEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 331 citations
- HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic SegmentationLecture notes in computer science · 285 citations
- A Survey on Deep Learning Technique for Video SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence · 245 citations
- HDNet: High-resolution Dual-domain Learning for Spectral Compressive ImagingIEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 211 citations
- SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain AdaptationIEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 194 citations
- Video Polyp Segmentation: A Deep Learning PerspectiveMachine Intelligence Research · 183 citations
- Event-Based Fusion for Motion Deblurring with Cross-modal AttentionLecture notes in computer science · 179 citations
- LiDAR Snowfall Simulation for Robust 3D Object Detection2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 167 citations
2021
- Plug-and-Play Image Restoration With Deep Denoiser PriorIEEE Transactions on Pattern Analysis and Machine Intelligence · 1,120 citations
- Multi-Task Learning for Dense Prediction Tasks: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence · 849 citations
- Designing a Practical Degradation Model for Deep Blind Image Super-ResolutionIEEE/CVF International Conference on Computer Vision (ICCV) · 760 citations
Research in numbers
From OpenAlex- conference paper152
- article45
- preprint9
- conference abstract1
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings54
- Lecture notes in computer science34
- IEEE/CVF International Conference on Computer Vision (ICCV)15
- International Journal of Computer Vision13
- IEEE Transactions on Pattern Analysis and Machine Intelligence13
- Radu Timofte44
- Tinne Tuytelaars17
- Dengxin Dai17
- Bastian Leibe15
- Marc Pollefeys9
Experience and education
Universities
2024Peking University
2024Tokyo University of Information Sciences
2023Indian Institute of Technology Roorkee
2022Harvard University
2021National University of Singapore
2021Johns Hopkins University
2011Toyota Technological Institute at Chicago
Industry and labs
2024National Institute of Informatics
2021Microsoft (United States)
2017 to 2021Toyota Motor Corporation (Switzerland)
2020Max Planck Society
2019Google (United States)
2019Chinese Academy of Sciences