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Lin, Stephen

  1. Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
    2021/03/25 by Ze Liu, Yutong Lin, Liu, Ze +13 · 2 voices · 1224 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  2. Video Swin Transformer
    2021/06/24 by Ze Liu, Liu, Ze, Ning Jia +11 · 103 citations
    Computer Science · #Human Pose and Action Recognition #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  3. Deformable ConvNets v2: More Deformable, Better Results
    2018/11/27 by Zhu, Xizhou, Hu, Han, Lin, Stephen +1 · 38 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
    2019/04/25 by Yue Cao, Jiarui Xu, Cao, Yue +7 · 20 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
  5. Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
    2020/11/19 by Zhenda Xie, Xie, Zhenda, Yutong Lin +9 · 13 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  6. RepPoints: Point Set Representation for Object Detection
    2019/04/25 by Yang, Ze, Liu, Shaohui, Hu, Han +2 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation
    2022/07/22 by Sunghwan Hong, Seokju Cho, Hong, Sunghwan +7 · 12 citations
    Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Radiation Detection and Scintillator Technologies
  8. DPSNet: End-to-end Deep Plane Sweep Stereo
    2019/05/02 by Sunghoon Im, Hae‐Gon Jeon, Im, Sunghoon +5 · 7 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Robotics (cs.RO)
  9. A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
    2022/03/08 by Chen, Yutong, Wei, Fangyun, Sun, Xiao +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. Single Image Reflection Removal through Cascaded Refinement
    2019/11/15 by Chao Li, Yixiao Yang, Li, Chao +7 · 5 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  11. Global Context Networks
    2020/12/24 by Yue Cao, Cao, Yue, Jiarui Xu +7 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  12. Local Relation Networks for Image Recognition
    2019/04/25 by Hu, Han, Zhang, Zheng, Xie, Zhenda +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. A Transductive Approach for Video Object Segmentation
    2020/04/15 by Yizhuo Zhang, Zhirong Wu, Zhang, Yizhuo +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  14. SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach
    2020/07/18 by Zeng, Ailing, Sun, Xiao, Huang, Fuyang +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Detecting Human-Object Interactions with Action Co-occurrence Priors
    2020/07/17 by Kim, Dong-Jin, Sun, Xiao, Choi, Jinsoo +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency
    2021/02/04 by Lee, Seokju, Im, Sunghoon, Lin, Stephen +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  17. Aligning Pretraining for Detection via Object-Level Contrastive Learning
    2021/06/04 by Wei, Fangyun, Gao, Yue, Wu, Zhirong +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations
    2022/04/19 by Noguchi, Atsuhiro, Sun, Xiao, Lin, Stephen +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Exposure: A White-Box Photo Post-Processing Framework
    2017/09/27 by Hu, Yuanming, He, Hao, Xu, Chenxi +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  20. NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time-Series Pretraining
    2023/10/11 by Lin, Chenguo, Wen, Xumeng, Cao, Wei +4 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence
    2017/02/03 by Seungryong Kim, Kim, Seungryong, Dongbo Min +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  22. You Only Need Less Attention at Each Stage in Vision Transformers
    2024/06/01 by Zhang, Shuoxi, Liu, Hanpeng, Lin, Stephen +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Neural Articulated Radiance Field
    2021/04/07 by Noguchi, Atsuhiro, Sun, Xiao, Lin, Stephen +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos
    2021/11/11 by Runtao Liu, Liu, Runtao, Zhirong Wu +5 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Visual Attention and Saliency Detection #Advanced Vision and Imaging
  25. ClipCrop: Conditioned Cropping Driven by Vision-Language Model
    2022/11/21 by Zhong, Zhihang, Cheng, Mingxi, Wu, Zhirong +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance
    2022/07/20 by Zhihang Zhong, Xiao Sun, Zhong, Zhihang +9 · 2 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  27. Unsupervised Extraction of Video Highlights Via Robust Recurrent Auto-encoders
    2015/10/06 by Yang, Huan, Wang, Baoyuan, Lin, Stephen +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields
    2016/03/21 by Seungryong Kim, Kim, Seungryong, Ki‐Hong Park +5 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  29. RepPoints V2: Verification Meets Regression for Object Detection
    2020/07/16 by Yihong Chen, Chen, Yihong, Zheng Zhang +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Image and Object Detection Techniques
  30. DCTM: Discrete-Continuous Transformation Matching for Semantic Flow
    2017/07/18 by Kim, Seungryong, Min, Dongbo, Lin, Stephen +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. What makes instance discrimination good for transfer learning?
    2020/06/11 by Nanxuan Zhao, Zhao, Nanxuan, Zhirong Wu +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  32. Faces as Lighting Probes via Unsupervised Deep Highlight Extraction
    2018/03/16 by Yi, Renjiao, Zhu, Chenyang, Tan, Ping +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. An Integral Pose Regression System for the ECCV2018 PoseTrack Challenge
    2018/09/17 by Sun, Xiao, Li, Chuankang, Lin, Stephen · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Recurrent Transformer Networks for Semantic Correspondence
    2018/10/29 by Kim, Seungryong, Lin, Stephen, Jeon, Sangryul +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. An Empirical Study of Spatial Attention Mechanisms in Deep Networks
    2019/04/11 by Zhu, Xizhou, Cheng, Dazhi, Zhang, Zheng +2 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Distilling Localization for Self-Supervised Representation Learning
    2020/04/14 by Zhao, Nanxuan, Wu, Zhirong, Lau, Rynson W. H. +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. Disentangled Non-Local Neural Networks
    2020/06/11 by Minghao Yin, Zhuliang Yao, Yin, Minghao +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
  38. Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation
    2020/07/06 by Wei, Fangyun, Sun, Xiao, Li, Hongyang +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. Object-based Illumination Estimation with Rendering-aware Neural Networks
    2020/08/06 by Wei, Xin, Chen, Guojun, Dong, Yue +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. Instance Localization for Self-supervised Detection Pretraining
    2021/02/16 by Yang, Ceyuan, Wu, Zhirong, Zhou, Bolei +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. Towards Tokenized Human Dynamics Representation
    2021/11/22 by Li, Kenneth, Sun, Xiao, Wu, Zhirong +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition
    2021/12/17 by Xu, Yinghao, Wei, Fangyun, Sun, Xiao +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  43. Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning
    2022/12/19 by Huimin Wu, Wu, Huimin, Chenyang Lei +13 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Human Pose and Action Recognition
  44. Region Rebalance for Long-Tailed Semantic Segmentation
    2022/04/05 by Jiequan Cui, Cui, Jiequan, Yuhui Yuan +11 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  45. Cross-Iteration Batch Normalization
    2020/02/13 by Zhuliang Yao, Yue Cao, Yao, Zhuliang +7 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  46. Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence
    2024/03/17 by Hong, Sunghwan, Cho, Seokju, Kim, Seungryong +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  47. Extreme Masking for Learning Instance and Distributed Visual Representations
    2022/06/09 by Wu, Zhirong, Lai, Zihang, Sun, Xiao +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  48. Collaboratively Self-supervised Video Representation Learning for Action Recognition
    2024/01/15 by Zhang, Jie, Wan, Zhifan, Hu, Lanqing +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. Associative Transformer
    2023/09/22 by Sun, Yuwei, Ochiai, Hideya, Wu, Zhirong +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)