| 2026 | AAAI | A Study of Finetuning Video Transformers for Multi-view Geometry Tasks. | Huimin Wu, Kwang-Ting Cheng, Stephen Lin, Zhirong Wu |
| 2025 | CVPR | Associative Transformer. | Yuwei Sun, Hideya Ochiai, Zhirong Wu, Stephen Lin, Ryota Kanai |
| 2024 | CVPR | You Only Need Less Attention at Each Stage in Vision Transformers. | Shuoxi Zhang, Hanpeng Liu, Stephen Lin, Kun He |
| 2024 | ICLR | Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence. | Sunghwan Hong, Seokju Cho, Seungryong Kim, Stephen Lin |
| 2023 | ICCV | Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning. | Huimin Wu, Chenyang Lei, Xiao Sun, Peng-Shuai Wang, Qifeng Chen, Kwang-Ting Cheng, Stephen Lin, Zhirong Wu |
| 2022 | CVPR | A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation. | Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin |
| 2022 | CVPR | Video Swin Transformer. | Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu |
| 2022 | CVPR | Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition. | Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin |
| 2022 | ECCV | Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation. | Sunghwan Hong, Seokju Cho, Jisu Nam, Stephen Lin, Seungryong Kim |
| 2022 | ECCV | Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations. | Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada |
| 2022 | ECCV | Bringing Rolling Shutter Images Alive with Dual Reversed Distortion. | Zhihang Zhong, Mingdeng Cao, Xiao Sun, Zhirong Wu, Zhongyi Zhou, Yinqiang Zheng, Stephen Lin, Imari Sato |
| 2022 | ECCV | Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance. | Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato |
| 2021 | AAAI | Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency. | Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon |
| 2021 | AAAI | Distilling Localization for Self-Supervised Representation Learning. | Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin |
| 2021 | CVPR | Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning. | Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu |
| 2021 | CVPR | Instance Localization for Self-Supervised Detection Pretraining. | Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin |
| 2021 | CVPR | Cross-Iteration Batch Normalization. | Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin |
| 2021 | ICCV | Swin Transformer: Hierarchical Vision Transformer using Shifted Windows. | Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo |
| 2021 | ICCV | Neural Articulated Radiance Field. | Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada |
| 2021 | ICLR | What Makes Instance Discrimination Good for Transfer Learning? | Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin |
| 2020 | AAAI | Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation. | Renjiao Yi, Ping Tan, Stephen Lin |
| 2020 | CVPR | Single Image Reflection Removal Through Cascaded Refinement. | Chao Li, Yixiao Yang, Kun He, Stephen Lin, John E. Hopcroft |
| 2020 | CVPR | A Transductive Approach for Video Object Segmentation. | Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin |
| 2020 | ECCV | Detecting Human-Object Interactions with Action Co-occurrence Priors. | Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon |
| 2020 | ECCV | Object-Based Illumination Estimation with Rendering-Aware Neural Networks. | Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, Xin Tong |
| 2020 | ECCV | Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation. | Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin |
| 2020 | ECCV | Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation. | Zhenda Xie, Zheng Zhang, Xizhou Zhu, Gao Huang, Stephen Lin |
| 2020 | ECCV | Dense RepPoints: Representing Visual Objects with Dense Point Sets. | Ze Yang, Yinghao Xu, Han Xue, Zheng Zhang, Raquel Urtasun, Liwei Wang, Stephen Lin, Han Hu |
| 2020 | ECCV | Disentangled Non-local Neural Networks. | Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu |
| 2020 | ECCV | SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach. | Ailing Zeng, Xiao Sun, Fuyang Huang, Minhao Liu, Qiang Xu, Stephen Lin |
| 2020 | ICLR | Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation. | Hang Gao, Xizhou Zhu, Stephen Lin, Jifeng Dai |
| 2019 | BMVC | Visuomotor Understanding for Representation Learning of Driving Scenes. | Seokju Lee, Junsik Kim, Tae-Hyun Oh, Yongseop Jeong, Donggeun Yoo, Stephen Lin, In So Kweon |
| 2019 | CVPR | Deformable ConvNets V2: More Deformable, Better Results. | Xizhou Zhu, Han Hu, Stephen Lin, Jifeng Dai |
| 2019 | ICCV | Local Relation Networks for Image Recognition. | Han Hu, Zheng Zhang, Zhenda Xie, Stephen Lin |
| 2019 | ICCV | RepPoints: Point Set Representation for Object Detection. | Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin |
| 2019 | ICCV | An Empirical Study of Spatial Attention Mechanisms in Deep Networks. | Xizhou Zhu, Dazhi Cheng, Zheng Zhang, Stephen Lin, Jifeng Dai |
| 2019 | ICLR | DPSNet: End-to-end Deep Plane Sweep Stereo. | Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon |
| 2019 | IROS | Learning Residual Flow as Dynamic Motion from Stereo Videos. | Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon |
| 2018 | CVPR | A High-Quality Denoising Dataset for Smartphone Cameras. | Abdelrahman Abdelhamed, Stephen Lin, Michael S. Brown |
| 2018 | ECCV | Faces as Lighting Probes via Unsupervised Deep Highlight Extraction. | Renjiao Yi, Chenyang Zhu, Ping Tan, Stephen Lin |
| 2018 | MICCAI | Multi-context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT. | Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu |
| 2017 | CVPR | FC^4: Fully Convolutional Color Constancy with Confidence-Weighted Pooling. | Yuanming Hu, Baoyuan Wang, Stephen Lin |
| 2017 | CVPR | FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence. | Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn |
| 2017 | CVPR | Radiometric Calibration from Faces in Images. | Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi |
| 2017 | CVPR | Specular Highlight Removal in Facial Images. | Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi |
| 2017 | ICCV | DCTM: Discrete-Continuous Transformation Matching for Semantic Flow. | Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn |
| 2016 | CVPR | Image Deblurring Using Smartphone Inertial Sensors. | Zhe Hu, Lu Yuan, Stephen Lin, Ming-Hsuan Yang |
| 2016 | ECCV | Deep Self-correlation Descriptor for Dense Cross-Modal Correspondence. | Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn |
| 2016 | ECCV | Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields. | Seungryong Kim, Kihong Park, Kwanghoon Sohn, Stephen Lin |
| 2016 | MICCAI | DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field. | Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu |
| 2015 | AVSS | Adaptive pooling over multiple trajectory attributes for action recognition. | Wangjiang Zhu, Baoyuan Wang, Stephen Lin |
| 2015 | CVPR | Object-based RGBD image co-segmentation with mutex constraint. | Huazhu Fu, Dong Xu, Stephen Lin, Jiang Liu |
| 2015 | CVPR | Data-driven depth map refinement via multi-scale sparse representation. | HyeokHyen Kwon, Yu-Wing Tai, Stephen Lin |
| 2015 | CVPR | Simulating makeup through physics-based manipulation of intrinsic image layers. | Chen Li, Kun Zhou, Stephen Lin |
| 2015 | ICCV | Automatic Thumbnail Generation Based on Visual Representativeness and Foreground Recognizability. | Jingwei Huang, Huarong Chen, Bin Wang, Stephen Lin |
| 2015 | ICCV | Unsupervised Extraction of Video Highlights via Robust Recurrent Auto-Encoders. | Huan Yang, Baoyuan Wang, Stephen Lin, David P. Wipf, Minyi Guo, Baining Guo |
| 2014 | ACCV | Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning. | Xinting Gao, Stephen Lin, Tien Yin Wong |
| 2014 | CVPR | Object-Based Multiple Foreground Video Co-segmentation. | Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin |
| 2014 | CVPR | A Learning-to-Rank Approach for Image Color Enhancement. | Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang |
| 2014 | ECCV | Intrinsic Face Image Decomposition with Human Face Priors. | Chen Li, Kun Zhou, Stephen Lin |
| 2014 | ECCV | Alpha Matting of Motion-Blurred Objects in Bracket Sequence Images. | Heesoo Myeong, Stephen Lin, Kyoung Mu Lee |
| 2014 | ISM | A Visual Evaluation Framework for In-Home Physical Rehabilitation. | Naimul Mefraz Khan, Stephen Lin, Ling Guan, Baining Guo |
| 2014 | MICCAI | Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation. | Yanwu Xu, Lixin Duan, Stephen Lin, Xiangyu Chen, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu |
| 2013 | CVPR | Bayesian Depth-from-Defocus with Shading Constraints. | Chen Li, Shuochen Su, Yasuyuki Matsushita, Kun Zhou, Stephen Lin |
| 2013 | CVPR | Learning the Change for Automatic Image Cropping. | Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang |
| 2013 | CVPR | Shading-Based Shape Refinement of RGB-D Images. | Lap-Fai Yu, Sai Kit Yeung, Yu-Wing Tai, Stephen Lin |
| 2013 | ICCV | Semantically-Based Human Scanpath Estimation with HMMs. | Huiying Liu, Dong Xu, Qingming Huang, Wen Li, Min Xu, Stephen Lin |
| 2013 | MICCAI | Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression. | Yanwu Xu, Xinting Gao, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu, Ching Yu Cheng, Carol Yim-lui Cheung, Tien Yin Wong |
| 2013 | MICCAI | Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening. | Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu |
| 2013 | MVA | Enhanced Photometric Stereo with Multispectral Images. | Tsuyoshi Takatani, Yasuyuki Matsushita, Stephen Lin, Yasuhiro Mukaigawa, Yasushi Yagi |
| 2012 | CVPR | Motion-aware noise filtering for deblurring of noisy and blurry images. | Yu-Wing Tai, Stephen Lin |
| 2012 | ECCV | Estimation of Intrinsic Image Sequences from Image+Depth Video. | Kyong Joon Lee, Qi Zhao, Xin Tong, Minmin Gong, Shahram Izadi, Sang Uk Lee, Ping Tan, Stephen Lin |
| 2012 | ECCV | Beyond Spatial Pyramids: A New Feature Extraction Framework with Dense Spatial Sampling for Image Classification. | Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li |
| 2012 | ICPR | Removal of dust artifacts in focal stack image sequences. | Chen Li, Kun Zhou, Stephen Lin |
| 2012 | MICCAI | Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors. | Yanwu Xu, Jiang Liu, Stephen Lin, Dong Xu, Carol Yim-lui Cheung, Tin Aung, Tien Yin Wong |
| 2012 | SiggraphA | Image-based clothes animation for virtual fitting. | Zhenglong Zhou, Bo Shu, Shaojie Zhuo, Xiaoming Deng, Ping Tan, Stephen Lin |
| 2011 | CVPR | High resolution multispectral video capture with a hybrid camera system. | Xun Cao, Xin Tong, Qionghai Dai, Stephen Lin |
| 2011 | MICCAI | Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis. | Yanwu Xu, Dong Xu, Stephen Lin, Jiang Liu, Jun Cheng, Carol Yim-lui Cheung, Tin Aung, Tien Yin Wong |
| 2010 | AAAI | Evolutionary Tile Coding: An Automated State Abstraction Algorithm for Reinforcement Learning. | Stephen Lin, Robert Wright |
| 2010 | CVPR | Coded exposure imaging for projective motion deblurring. | Yu-Wing Tai, Naejin Kong, Stephen Lin, Sung Yong Shin |
| 2010 | CVPR | Super resolution using edge prior and single image detail synthesis. | Yu-Wing Tai, Shuaicheng Liu, Michael S. Brown, Stephen Lin |
| 2009 | CVPR | Single-image optical center estimation from vignetting and tangential gradient symmetry. | Yuanjie Zheng, Chandra Kambhamettu, Stephen Lin |
| 2009 | ICCV | A prism-based system for multispectral video acquisition. | Hao Du, Xin Tong, Xun Cao, Stephen Lin |
| 2009 | ICCV | Coded aperture pairs for depth from defocus. | Changyin Zhou, Stephen Lin, Shree K. Nayar |
| 2008 | CVPR | Intrinsic image decomposition with non-local texture cues. | Li Shen, Ping Tan, Stephen Lin |
| 2008 | CVPR | Image/video deblurring using a hybrid camera. | Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin |
| 2008 | CVPR | Single-image vignetting correction using radial gradient symmetry. | Yuanjie Zheng, Jingyi Yu, Sing Bing Kang, Stephen Lin, Chandra Kambhamettu |
| 2007 | CVPR | A Probabilistic Intensity Similarity Measure based on Noise Distributions. | Yasuyuki Matsushita, Stephen Lin |
| 2007 | CVPR | Radiometric Calibration from Noise Distributions. | Yasuyuki Matsushita, Stephen Lin |
| 2007 | CVPR | Element Rearrangement for Tensor-Based Subspace Learning. | Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang |
| 2007 | CVPR | Removal of Image Artifacts Due to Sensor Dust. | Changyin Zhou, Stephen Lin |
| 2007 | ICIP | An Adaptive Multiresolution Approach to Fingerprint Recognition. | Amina Chebira, Lus Pedro Coelho, Aliaksei Sandryhaila, Stephen Lin, William G. Jenkinson, Jeremiah MacSleyne, Christopher Hoffman, Philipp Cuadra, Charles Jackson, Markus Pschel, Jelena Kovacevic |
| 2006 | CVPR | Separation of Highlight Reflections on Textured Surfaces. | Ping Tan, Long Quan, Stephen Lin |
| 2006 | CVPR | Rank-one Projections with Adaptive Margins for Face Recognition. | Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang |
| 2006 | CVPR | Single-Image Vignetting Correction. | Yuanjie Zheng, Stephen Lin, Sing Bing Kang |
| 2006 | ECCV | Resolution-Enhanced Photometric Stereo. | Ping Tan, Stephen Lin, Long Quan |
| 2005 | CVPR | Determining the Radiometric Response Function from a Single Grayscale Image. | Stephen Lin, Lei Zhang |
| 2005 | ICCV | Separating Reflections in Human Iris Images for Illumination Estimation. | Huiqiong Wang, Stephen Lin, Xiaopei Liu, Sing Bing Kang |
| 2004 | CVPR | Radiometric Calibration from a Single Image. | Stephen Lin, Jinwei Gu, Shuntaro Yamazaki, Heung-Yeung Shum |
| 2004 | ECCV | Estimating Intrinsic Images from Image Sequences with Biased Illumination. | Yasuyuki Matsushita, Stephen Lin, Sing Bing Kang, Heung-Yeung Shum |
| 2004 | ICIG | Real-time environment map interpolation. | Wenle Wang, Lifeng Wang, Stephen Lin, Jianmin Wang, Baining Guo |
| 2004 | ICIP | Face alignment using intrinsic information. | Yuchi Huang, Stephen Lin, Hanqing Lu, Heung-Yeung Shum |
| 2003 | ICCV | Multiple-cue Illumination Estimation in Textured Scenes. | Yuanzhen Li, Stephen Lin, Hanqing Lu, Heung-Yeung Shum |
| 2003 | ICCV | Highlight Removal by Illumination-Constrained Inpainting. | Ping Tan, Stephen Lin, Long Quan, Heung-Yeung Shum |
| 2002 | ECCV | Diffuse-Specular Separation and Depth Recovery from Image Sequences. | Stephen Lin, Yuanzhen Li, Sing Bing Kang, Xin Tong, Heung-Yeung Shum |
| 2002 | ICPR | Multibaseline Stereo in the Presence of Specular Reflections. | Yuanzhen Li, Stephen Lin, Hanqing Lu, Sing Bing Kang, Heung-Yeung Shum |
| 2002 | MVA | Variational Specular Separation Using Color and Polarization. | Dae Woong Kim, Stephen Lin, Ki-Sang Hong, Heung-Yeung Shum |
| 2002 | PG | Single-Image Reflectance Estimation for Relighting by Iterative Soft Grouping. | Yuanzhen Li, Stephen Lin, Sing Bing Kang, Hanqing Lu, Heung-Yeung Shum |
| 2002 | PG | Lighting Interpolation by Shadow Morphing Using Intrinsic Lumigraphs. | Yasuyuki Matsushita, Sing Bing Kang, Stephen Lin, Heung-Yeung Shum, Xin Tong |
| 2001 | CVPR | Separation of Diffuse and Specular Reflection in Color Images. | Stephen Lin, Heung-Yeung Shum |
| 2001 | SIGGRAPH | Photorealistic rendering of knitwear using the lumislice. | Ying-Qing Xu, Yanyun Chen, Stephen Lin, Hua Zhong, Enhua Wu, Baining Guo, Heung-Yeung Shum |
| 2000 | CVPR | An Appearance Representation for Multiple Reflection Components. | Stephen Lin, Sang Wook Lee |
| 1999 | ICCV | A Representation of Specular Appearance. | Stephen Lin, Sang Wook Lee |
| 1999 | ICCV | Estimation of Diffuse and Specular Appearance. | Stephen Lin, Sang Wook Lee |
| 1997 | CVPR | Using Chromaticity Distributions and Eigenspace Analysis for Pose, Illumination, and Specularity-Invariant Recognition of 3D Objects. | Stephen Lin, Sang Wook Lee |
| 1996 | ICPR | Detection of specularity using stereo in color and polarization space. | Stephen Lin, Sang Wook Lee |