Fisher Yu

1. ShapeNet: An Information-Rich 3D Model Repository
   2015/12/09 by Thomas Funkhouser, Chang, Angel X., Funkhouser, Thomas +22 · 207 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Processing and 3D Reconstruction #Image Retrieval and Classification Techniques #Robotics (cs.RO)
2. LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop
   2015/06/10 by Fisher Yu, Ari Seff, Yu, Fisher +8 · 125 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
3. BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning
   2018/05/12 by Fisher Yu, Haofeng Chen, Yu, Fisher +13 · 117 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
4. RePaint: Inpainting using Denoising Diffusion Probabilistic Models
   2022/01/24 by Andreas Lugmayr, Lugmayr, Andreas, Martin Danelljan +9 · 150 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
5. Multi-Scale Context Aggregation by Dilated Convolutions
   2015/11/23 by Fisher Yu, Vladlen Koltun, Yu, Fisher +1 · 73 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
6. BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning
   2020/06/01 by Fisher Yu, Haofeng Chen, Xin Wang +5 · 88 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
7. Scaling Vision Transformers to 22 Billion Parameters
   2023/02/10 by Mostafa Dehghani, Dehghani, Mostafa, Josip Djolonga +81 · 65 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
8. Semantic Scene Completion from a Single Depth Image
   2016/11/28 by Shuran Song, Fisher Yu, Song, Shuran +8 · 30 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. UniDepth: Universal Monocular Metric Depth Estimation
   2024/03/27 by Luigi Piccinelli, Yung-Hsu Yang, Piccinelli, Luigi +11 · 75 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Optical measurement and interference techniques
10. Gaussian Grouping: Segment and Edit Anything in 3D Scenes
    2023/12/01 by Mingqiao Ye, Martin Danelljan, Ye, Mingqiao +5 · 65 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques
11. Segment Anything in High Quality
    2023/06/02 by Ke Lei, Ke, Lei, Mingqiao Ye +11 · 46 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
12. End-to-End Urban Driving by Imitating a Reinforcement Learning Coach
    2021/08/18 by Zhejun Zhang, Alexander Liniger, Zhang, Zhejun +7 · 30 citations
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Advanced Neural Network Applications #Reinforcement Learning in Robotics
13. Unifying Flow, Stereo and Depth Estimation
    2022/11/10 by Haofei Xu, Xu, Haofei, Jing Zhang +11 · 35 citations
    Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Enhancement Techniques
14. SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation
    2022/06/16 by Tao Sun, Sun, Tao, Mattia Segù +13 · 23 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 #Image Enhancement Techniques #Machine Learning (cs.LG)
15. Quasi-Dense Similarity Learning for Multiple Object Tracking
    2020/06/11 by Jiangmiao Pang, Linlu Qiu, Pang, Jiangmiao +11 · 12 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Machine Learning (cs.LG) #UAV Applications and Optimization #Video Surveillance and Tracking Methods
16. Dual Aggregation Transformer for Image Super-Resolution
    2023/08/07 by Zheng Chen, Yulun Zhang, Chen, Zheng +9 · 18 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Image Fusion Techniques #Image and Signal Denoising Methods
17. Reinforcement Learning from Imperfect Demonstrations
    2018/02/14 by Yang Gao, Huazhe, Gao, Yang +9 · 14 citations
    Computer Science · Economics, Econometrics and Finance · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Sports Analytics and Performance
18. Frustratingly Simple Few-Shot Object Detection
    2020/03/16 by Xin Wang, Wang, Xin, Thomas E. Huang +7 · 10 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
19. FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation
    2016/12/08 by Judy Hoffman, Hoffman, Judy, Dequan Wang +5 · 8 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
20. Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects
    2023/08/06 by Chunming He, He, Chunming, Kai Li +13 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Visual Attention and Saliency Detection
21. Scribbler: Controlling Deep Image Synthesis with Sketch and Color
    2016/12/02 by Patsorn Sangkloy, Sangkloy, Patsorn, Jingwan Lu +7 · 8 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
22. Tracking Every Thing in the Wild
    2022/07/26 by Siyuan Li, Li, Siyuan, Martin Danelljan +7 · 8 citations
    Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
23. SSCBench: A Large-Scale 3D Semantic Scene Completion Benchmark for Autonomous Driving
    2023/06/15 by Yiming Li, Li, Yiming, Sihang Li +25 · 9 citations
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Neural Network Applications #Advanced Vision and Imaging
24. QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking
    2022/10/12 by Tobias Fischer, Fischer, Tobias, Thomas E. Huang +11 · 7 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Nasal Surgery and Airway Studies #Video Surveillance and Tracking Methods
25. R3D3: Dense 3D Reconstruction of Dynamic Scenes from Multiple Cameras
    2023/08/28 by Aron Schmied, Tobias Fischer, Schmied, Aron +7 · 8 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Robotics and Sensor-Based Localization #Optical measurement and interference techniques
26. Exploring Cross-Image Pixel Contrast for Semantic Segmentation
    2021/01/28 by Wenguan Wang, Wang, Wenguan, Tianfei Zhou +9 · 5 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
27. Uncertainty Guided Policy for Active Robotic 3D Reconstruction using Neural Radiance Fields
    2022/09/17 by Soomin Lee, Lee, Soomin, Le Chen +9 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Vision and Imaging #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Robotics (cs.RO)
28. TextureGAN: Controlling Deep Image Synthesis with Texture Patches
    2017/06/09 by Wenqi Xian, Xian, Wenqi, Patsorn Sangkloy +13 · 5 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging
29. iDisc: Internal Discretization for Monocular Depth Estimation
    2023/04/13 by Luigi Piccinelli, Piccinelli, Luigi, Christos Sakaridis +3 · 5 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Robotics and Sensor-Based Localization
30. Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding
    2023/10/19 by Zhejun Zhang, Zhang, Zhejun, Alexander Liniger +7 · 5 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics (cs.RO)
31. 3D ShapeNets: A Deep Representation for Volumetric Shapes
    2014/06/22 by Zhirong Wu, Shuran Song, Wu, Zhirong +11 · 4 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
32. Mask Transfiner for High-Quality Instance Segmentation
    2021/11/26 by Lei Ke, Ke, Lei, Martin Danelljan +9 · 3 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
33. Bitcoin-Enhanced Proof-of-Stake Security: Possibilities and Impossibilities
    2022/07/18 by Ertem Nusret Tas, Tas, Ertem Nusret, David Tse +9 · 3 citations
    Computer Science · #Blockchain Technology Applications and Security #Cloud Computing and Resource Management #Distributed systems and fault tolerance
34. Video Mask Transfiner for High-Quality Video Instance Segmentation
    2022/07/28 by Ke Lei, Henghui Ding, Ke, Lei +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Visual Attention and Saliency Detection
35. HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution
    2024/07/08 by Xiang Zhang, Zhang, Xiang, Yulun Zhang +3 · 5 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
36. 3DPPE: 3D Point Positional Encoding for Multi-Camera 3D Object Detection Transformers
    2022/11/27 by Changyong Shu, Shu, Changyong, Fisher Yu +4 · 3 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
37. Mask-Free Video Instance Segmentation
    2023/03/28 by Ke Lei, Martin Danelljan, Ke, Lei +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
38. Prototypical Cross-Attention Networks for Multiple Object Tracking and\n Segmentation
    2021/06/22 by Lei Ke, Ke, Lei, Xia Li +9 · 3 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection #Infrared Target Detection Methodologies
39. ICGNet: A Unified Approach for Instance-Centric Grasping
    2024/01/18 by René Zurbrügg, Yifan Liu, Zurbrügg, René +11 · 2 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Hand Gesture Recognition Systems #Multimodal Machine Learning Applications
40. Spatio-Temporal Action Detection Under Large Motion
    2022/09/06 by Gurkirt Singh, Vasileios Choutas, Singh, Gurkirt +7 · 1 citation
    Computer Science · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Video Surveillance and Tracking Methods
41. Pangu Light: Weight Re-Initialization for Pruning and Accelerating LLMs
    2025/05/26 by Hanting Chen, Chen, Hanting, Jialong Guo +31 · 2 citations
    Engineering · #Advanced Surface Polishing Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence
42. ShapeNet: An Information-Rich 3D Model Repository
    2023/11/09 by Angel X. Chang, Thomas Funkhouser, Leonidas Guibas +10 · 1 citation
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction #Manufacturing Process and Optimization
43. DVPSFormer: Efficient Online Depth-aware Video Panoptic Segmentation for Autonomous Driving
    2026/07/28 by Yung-Hsu Yang, Luigi Piccinelli, Siyuan Li +8
    Computer Science · #cs.CV