Lin, Stephen

95 publications

CVPR 2025 Associative Transformer Yuwei Sun, Hideya Ochiai, Zhirong Wu, Stephen Lin, Ryota Kanai

NeurIPS 2025 VASA-3D: Lifelike Audio-Driven Gaussian Head Avatars from a Single Image Sicheng Xu, Guojun Chen, Jiaolong Yang, Yizhong Zhang, Yu Deng, Stephen Lin, Baining Guo

TMLR 2024 NuTime: Numerically Multi-Scaled Embedding for Large- Scale Time-Series Pretraining Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu

ICLR 2024 Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence Sunghwan Hong, Seokju Cho, Seungryong Kim, Stephen Lin

CVPR 2024 You Only Need Less Attention at Each Stage in Vision Transformers Shuoxi Zhang, Hanpeng Liu, Stephen Lin, Kun He

NeurIPSW 2023 Associative Transformer Is a Sparse Representation Learner Yuwei Sun, Hideya Ochiai, Zhirong Wu, Stephen Lin, Ryota Kanai

ICCVW 2023 ClipCrop: Conditioned Cropping Driven by Vision-Language Model Zhihang Zhong, Mingxi Cheng, Zhirong Wu, Yuhui Yuan, Yinqiang Zheng, Ji Li, Han Hu, Stephen Lin, Yoichi Sato, Imari Sato

TMLR 2023 Extreme Masking for Learning Instance and Distributed Visual Representations Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin

ICCV 2023 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

CVPR 2022 A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin

ECCV 2022 Animation from Blur: Multi-Modal Blur Decomposition with Motion Guidance Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato

ECCV 2022 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

ECCV 2022 Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation Sunghwan Hong, Seokju Cho, Jisu Nam, Stephen Lin, Seungryong Kim

NeurIPS 2022 Could Giant Pre-Trained Image Models Extract Universal Representations? Yutong Lin, Ze Liu, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao

CVPR 2022 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

ECCV 2022 Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada

CVPR 2022 Video Swin Transformer Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu

NeurIPS 2021 Aligning Pretraining for Detection via Object-Level Contrastive Learning Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin

NeurIPS 2021 Bootstrap Your Object Detector via Mixed Training Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Stephen Lin, Han Hu, Xiang Bai

CVPR 2021 Cross-Iteration Batch Normalization Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin

AAAI 2021 Distilling Localization for Self-Supervised Representation Learning Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin

CVPR 2021 Instance Localization for Self-Supervised Detection Pretraining Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin

AAAI 2021 Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon

ICCV 2021 Neural Articulated Radiance Field Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada

CVPR 2021 Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu

ICCV 2021 Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo

NeurIPS 2021 The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos Runtao Liu, Zhirong Wu, Stella X. Yu, Stephen Lin

ICLR 2021 What Makes Instance Discrimination Good for Transfer Learning? Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin

ECCV 2020 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

ECCV 2020 Disentangled Non-Local Neural Networks Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu

AAAI 2020 Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation Renjiao Yi, Ping Tan, Stephen Lin

ECCV 2020 Object-Based Illumination Estimation with Rendering-Aware Neural Networks Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, Xin Tong

ECCV 2020 Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin

NeurIPS 2020 RepPoints V2: Verification Meets Regression for Object Detection Yihong Chen, Zheng Zhang, Yue Cao, Liwei Wang, Stephen Lin, Han Hu

ECCV 2020 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

ECCV 2020 Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation Zhenda Xie, Zheng Zhang, Xizhou Zhu, Gao Huang, Stephen Lin

ICLR 2019 DPSNet: End-to-End Deep Plane Sweep Stereo Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon

ICCVW 2019 Deep Metric Transfer for Label Propagation with Limited Annotated Data Bin Liu, Zhirong Wu, Han Hu, Stephen Lin

ICCVW 2019 Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose Xiao Sun, Chuankang Li, Stephen Lin

ICCVW 2019 GCNet: Non-Local Networks Meet Squeeze-Excitation Networks and Beyond Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu

ECCV 2018 Faces as Lighting Probes via Unsupervised Deep Highlight Extraction Renjiao Yi, Chenyang Zhu, Ping Tan, Stephen Lin

NeurIPS 2018 Recurrent Transformer Networks for Semantic Correspondence Seungryong Kim, Stephen Lin, Sang Ryul Jeon, Dongbo Min, Kwanghoon Sohn

ICCV 2017 DCTM: Discrete-Continuous Transformation Matching for Semantic Flow Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn

CVPR 2017 FC4: Fully Convolutional Color Constancy with Confidence-Weighted Pooling Yuanming Hu, Baoyuan Wang, Stephen Lin

CVPR 2017 FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn

CVPR 2017 Radiometric Calibration from Faces in Images Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi

CVPR 2017 Specular Highlight Removal in Facial Images Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi

ECCV 2016 Deep Self-Correlation Descriptor for Dense Cross-Modal Correspondence Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn

CVPR 2016 Image Deblurring Using Smartphone Inertial Sensors Zhe Hu, Lu Yuan, Stephen Lin, Ming-Hsuan Yang

ECCV 2016 Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields Seungryong Kim, Kihong Park, Kwanghoon Sohn, Stephen Lin

ICCV 2015 Automatic Thumbnail Generation Based on Visual Representativeness and Foreground Recognizability Jingwei Huang, Huarong Chen, Bin Wang, Stephen Lin

CVPR 2015 Data-Driven Depth mAP Refinement via Multi-Scale Sparse Representation HyeokHyen Kwon, Yu-Wing Tai, Stephen Lin

CVPR 2015 Object-Based RGBD Image Co-Segmentation with Mutex Constraint Huazhu Fu, Dong Xu, Stephen Lin, Jiang Liu

CVPR 2015 Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers Chen Li, Kun Zhou, Stephen Lin

ICCV 2015 Unsupervised Extraction of Video Highlights via Robust Recurrent Auto-Encoders Huan Yang, Baoyuan Wang, Stephen Lin, David Wipf, Minyi Guo, Baining Guo

CVPR 2014 A Learning-to-Rank Approach for Image Color Enhancement Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang

ECCV 2014 Alpha Matting of Motion-Blurred Objects in Bracket Sequence Images Heesoo Myeong, Stephen Lin, Kyoung Mu Lee

ECCV 2014 Intrinsic Face Image Decomposition with Human Face Priors Chen Li, Kun Zhou, Stephen Lin

CVPR 2014 Object-Based Multiple Foreground Video Co-Segmentation Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin

CVPR 2013 Bayesian Depth-from-Defocus with Shading Constraints Chen Li, Shuochen Su, Yasuyuki Matsushita, Kun Zhou, Stephen Lin

CVPR 2013 Learning the Change for Automatic Image Cropping Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang

ICCV 2013 Semantically-Based Human Scanpath Estimation with HMMs Huiying Liu, Dong Xu, Qingming Huang, Wen Li, Min Xu, Stephen Lin

CVPR 2013 Shading-Based Shape Refinement of RGB-D Images Lap-Fai Yu, Sai-Kit Yeung, Yu-Wing Tai, Stephen Lin

ECCV 2012 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

ECCV 2012 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

CVPR 2012 Motion-Aware Noise Filtering for Deblurring of Noisy and Blurry Images Yu-Wing Tai, Stephen Lin

CVPR 2011 High Resolution Multispectral Video Capture with a Hybrid Camera System Xun Cao, Xin Tong, Qionghai Dai, Stephen Lin

CVPR 2010 Coded Exposure Imaging for Projective Motion Deblurring Yu-Wing Tai, Naejin Kong, Stephen Lin, Sung Yong Shin

CVPR 2010 Super Resolution Using Edge Prior and Single Image Detail Synthesis Yu-Wing Tai, Shuaicheng Liu, Michael S. Brown, Stephen Lin

ICCV 2009 A Prism-Based System for Multispectral Video Acquisition Hao Du, Xin Tong, Xun Cao, Stephen Lin

ICCV 2009 Coded Aperture Pairs for Depth from Defocus Changyin Zhou, Stephen Lin, Shree K. Nayar

CVPR 2009 Single-Image Optical Center Estimation from Vignetting and Tangential Gradient Symmetry Yuanjie Zheng, Chandra Kambhamettu, Stephen Lin

CVPR 2008 Image/video Deblurring Using a Hybrid Camera Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin

CVPR 2008 Intrinsic Image Decomposition with Non-Local Texture Cues Li Shen, Ping Tan, Stephen Lin

CVPR 2008 Single-Image Vignetting Correction Using Radial Gradient Symmetry Yuanjie Zheng, Jingyi Yu, Sing Bing Kang, Stephen Lin, Chandra Kambhamettu

CVPR 2007 A Probabilistic Intensity Similarity Measure Based on Noise Distributions Yasuyuki Matsushita, Stephen Lin

CVPR 2007 Element Rearrangement for Tensor-Based Subspace Learning Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang

CVPR 2007 Radiometric Calibration from Noise Distributions Yasuyuki Matsushita, Stephen Lin

CVPR 2007 Removal of Image Artifacts Due to Sensor Dust Changyin Zhou, Stephen Lin

CVPR 2006 Rank-One Projections with Adaptive Margins for Face Recognition Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang

ECCV 2006 Resolution-Enhanced Photometric Stereo Ping Tan, Stephen Lin, Long Quan

CVPR 2006 Separation of Highlight Reflections on Textured Surfaces Ping Tan, Long Quan, Stephen Lin

CVPR 2006 Single-Image Vignetting Correction Yuanjie Zheng, Stephen Lin, Sing Bing Kang

CVPR 2005 Determining the Radiometric Response Function from a Single Grayscale Image Stephen Lin, Lei Zhang

ICCV 2005 Separating Reflections in Human Iris Images for Illumination Estimation Huiqiong Wang, Stephen Lin, Xiaopei Liu, Sing Bing Kang

ECCV 2004 Estimating Intrinsic Images from Image Sequences with Biased Illumination Yasuyuki Matsushita, Stephen Lin, Sing Bing Kang, Heung-Yeung Shum

CVPR 2004 Radiometric Calibration from a Single Image Stephen Lin, Jinwei Gu, Shuntaro Yamazaki, Heung-Yeung Shum

ICCV 2003 Highlight Removal by Illumination-Constrained Inpainting Ping Tan, Stephen Lin, Long Quan, Heung-Yeung Shum

ICCV 2003 Multiple-Cue Illumination Estimation in Textured Scenes Yuanzhen Li, Stephen Lin, Hanqing Lu, Heung-Yeung Shum

ECCV 2002 Diffuse-Specular Separation and Depth Recovery from Image Sequences Stephen Lin, Yuanzhen Li, Sing Bing Kang, Xin Tong, Heung-Yeung Shum

CVPR 2001 Separation of Diffuse and Specular Reflection in Color Images Stephen Lin, Heung-Yeung Shum

CVPR 2000 An Appearance Representation for Multiple Reflection Components Stephen Lin, Sang Wook Lee

ICCV 1999 A Representation of Specular Appearance Stephen Lin, Sang Wook Lee

ICCV 1999 Estimation of Diffuse and Specular Appearance Stephen Lin, Sang Wook Lee

CVPR 1997 Using Chromaticity Distributions and Eigenspace Analysis for Pose, Illumination, and Specularity-Invariant Recognition of 3D Objects Stephen Lin, Sang Wook Lee