Stephen Lin

A Study of Finetuning Video Transformers for Multi-view Geometry Tasks AAAI 2026 Associative Transformer CVPR 2025 You Only Need Less Attention at Each Stage in Vision Transformers CVPR 2024 Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence ICLR 2024 Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning ICCV 2023 A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation CVPR 2022 Could Giant Pre-trained Image Models Extract Universal Representations? NIPS 2022 Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation ECCV 2022 Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance ECCV 2022 Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations ECCV 2022 Bringing Rolling Shutter Images Alive with Dual Reversed Distortion ECCV 2022 Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition CVPR 2022 Video Swin Transformer CVPR 2022 Neural Articulated Radiance Field ICCV 2021 Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows ICCV 2021 The Emergence of Objectness: Learning Zero-shot Segmentation from Videos NIPS 2021 Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning CVPR 2021 Aligning Pretraining for Detection via Object-Level Contrastive Learning NIPS 2021 Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency AAAI 2021 Distilling Localization for Self-Supervised Representation Learning AAAI 2021 Bootstrap Your Object Detector via Mixed Training NIPS 2021 Instance Localization for Self-Supervised Detection Pretraining CVPR 2021 What Makes Instance Discrimination Good for Transfer Learning? ICLR 2021 Cross-Iteration Batch Normalization CVPR 2021 SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach ECCV 2020 RepPoints v2: Verification Meets Regression for Object Detection NIPS 2020 Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation AAAI 2020 Single Image Reflection Removal Through Cascaded Refinement CVPR 2020 A Transductive Approach for Video Object Segmentation CVPR 2020 Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation ECCV 2020 Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation ECCV 2020 Disentangled Non-local Neural Networks ECCV 2020 Object-based Illumination Estimation with Rendering-aware Neural Networks ECCV 2020 Dense RepPoints: Representing Visual Objects with Dense Point Sets ECCV 2020 Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation ICLR 2020 DPSNet: End-to-end Deep Plane Sweep Stereo ICLR 2019 RepPoints: Point Set Representation for Object Detection ICCV 2019 An Empirical Study of Spatial Attention Mechanisms in Deep Networks ICCV 2019 Local Relation Networks for Image Recognition ICCV 2019 Deformable ConvNets V2: More Deformable, Better Results CVPR 2019 Recurrent Transformer Networks for Semantic Correspondence NIPS 2018 A High-Quality Denoising Dataset for Smartphone Cameras CVPR 2018 Faces as Lighting Probes via Unsupervised Deep Highlight Extraction ECCV 2018 DCTM: Discrete-Continuous Transformation Matching for Semantic Flow ICCV 2017 Radiometric Calibration From Faces in Images CVPR 2017 FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling CVPR 2017 Specular Highlight Removal in Facial Images CVPR 2017 FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence CVPR 2017 Image Deblurring Using Smartphone Inertial Sensors CVPR 2016 Unsupervised Extraction of Video Highlights Via Robust Recurrent Auto-Encoders ICCV 2015 Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers CVPR 2015 Object-Based RGBD Image Co-Segmentation With Mutex Constraint CVPR 2015 Automatic Thumbnail Generation Based on Visual Representativeness and Foreground Recognizability ICCV 2015 Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation CVPR 2015 Object-based Multiple Foreground Video Co-segmentation CVPR 2014 A Learning-to-Rank Approach for Image Color Enhancement CVPR 2014 Semantically-Based Human Scanpath Estimation with HMMs ICCV 2013 Bayesian Depth-from-Defocus with Shading Constraints CVPR 2013 Learning the Change for Automatic Image Cropping CVPR 2013 Shading-Based Shape Refinement of RGB-D Images CVPR 2013