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Tu, Zhuowen

  1. Aggregated Residual Transformations for Deep Neural Networks
    2016/11/16 by Xie, Saining, Girshick, Ross, Dollár, Piotr +2 · 108 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. Holistically-Nested Edge Detection
    2015/04/24 by Saining Xie, Zhuowen Tu, Xie, Saining +1 · 61 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Medical Image Segmentation Techniques
  3. Deeply-Supervised Nets
    2014/09/18 by Chen‐Yu Lee, Lee, Chen-Yu, Saining Xie +7 · 47 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 #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  4. Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification
    2017/12/13 by Saining Xie, Chen Sun, Xie, Saining +7 · 22 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Surveillance and Tracking Methods
  5. BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions
    2023/08/19 by Wenbo Hu, Hu, Wenbo, Yifan Xu +9 · 21 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  6. Open-Vocabulary Universal Image Segmentation with MaskCLIP
    2022/08/18 by Zheng Ding, Jieke Wang, Ding, Zheng +3 · 16 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  7. Long Short-Term Transformer for Online Action Detection
    2021/07/07 by Xu, Mingze, Xiong, Yuanjun, Chen, Hao +4 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. MeMOT: Multi-Object Tracking with Memory
    2022/03/31 by Jiarui Cai, Mingze Xu, Cai, Jiarui +11 · 14 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Fire Detection and Safety Systems #Advanced Neural Network Applications
  9. Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and Reconstruction
    2023/04/13 by Chen, Hansheng, Gu, Jiatao, Chen, Anpei +4 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. Co-Scale Conv-Attentional Image Transformers
    2021/04/13 by Xu, Weijian, Xu, Yifan, Chang, Tyler +1 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  11. AffordanceLLM: Grounding Affordance from Vision Language Models
    2024/01/12 by Shengyi Qian, Weifeng Chen, Qian, Shengyi +9 · 14 citations
    Computer Science · Engineering · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Robot Manipulation and Learning
  12. TokenCompose: Text-to-Image Diffusion with Token-level Supervision
    2023/12/06 by Zirui Wang, Zhizhou Sha, Wang, Zirui +7 · 1 voice · 4 citations
    #cs.CV
  13. The Geometry of Multilingual Language Model Representations
    2022/05/22 by Tyler A. Chang, Zhuowen Tu, Chang, Tyler A. +3 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  14. Characterizing Learning Curves During Language Model Pre-Training: Learning, Forgetting, and Stability
    2023/08/29 by Tyler A. Chang, Zhuowen Tu, Chang, Tyler A. +3 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  15. ViTGAN: Training GANs with Vision Transformers
    2021/07/09 by Kwonjoon Lee, Hui‐Wen Chang, Lee, Kwonjoon +9 · 6 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 #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  16. Line Segment Detection Using Transformers without Edges
    2021/01/06 by Yifan Xu, Weijian Xu, Xu, Yifan +5 · 5 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Infrastructure Maintenance and Monitoring
  17. When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages
    2023/11/15 by Tyler A. Chang, Chang, Tyler A., Catherine Arnett +5 · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  18. DiffusionRig: Learning Personalized Priors for Facial Appearance Editing
    2023/04/13 by Zheng Ding, Xuaner Zhang, Ding, Zheng +9 · 7 citations
    Computer Science · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  19. Exponential Moving Average Normalization for Self-supervised and Semi-supervised Learning
    2021/01/21 by Zhaowei Cai, Cai, Zhaowei, Avinash Ravichandran +9 · 6 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
  20. Text Spotting Transformers
    2022/04/05 by Zhang, Xiang, Su, Yongwen, Tripathi, Subarna +1 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Patched Denoising Diffusion Models For High-Resolution Image Synthesis
    2023/08/02 by Ding, Zheng, Zhang, Mengqi, Wu, Jiajun +1 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Distilling Large Vision-Language Model with Out-of-Distribution Generalizability
    2023/07/06 by Xuanlin Li, Yunhao Fang, Li, Xuanlin +9 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  23. DocTr: Document Transformer for Structured Information Extraction in Documents
    2023/07/16 by Liao, Haofu, RoyChowdhury, Aruni, Li, Weijian +6 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Training Deeper Convolutional Networks with Deep Supervision
    2015/05/11 by Liwei Wang, Chen‐Yu Lee, Wang, Liwei +5 · 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
  25. On the Scalability of Diffusion-based Text-to-Image Generation
    2024/04/03 by Hao Li, Li, Hao, Yang Zou +17 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Video Analysis and Summarization
  26. HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data
    2024/03/18 by Mengqi Zhang, Yang Fu, Zhang, Mengqi +9 · 5 citations
    Computer Science · Engineering · #Hand Gesture Recognition Systems #Human Motion and Animation #Speech and dialogue systems
  27. One-pixel Signature: Characterizing CNN Models for Backdoor Detection
    2020/08/18 by Shanjiaoyang Huang, Huang, Shanjiaoyang, Peng, Weiqi +4 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. Learning Instance Occlusion for Panoptic Segmentation
    2019/06/13 by Justin Lazarow, Lazarow, Justin, Kwonjoon Lee +5 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  29. Dual Contradistinctive Generative Autoencoder
    2020/11/19 by Parmar, Gaurav, Li, Dacheng, Lee, Kwonjoon +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. Bayesian Diffusion Models for 3D Shape Reconstruction
    2024/03/11 by Haiyang Xu, Xu, Haiyang, Lei Yu +11 · 6 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
  31. ELODI: Ensemble Logit Difference Inhibition for Positive-Congruent Training
    2022/05/12 by Zhao, Yue, Shen, Yantao, Xiong, Yuanjun +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. Object-Centric Multiple Object Tracking
    2023/09/01 by Zixu Zhao, Zhao, Zixu, Jiaze Wang +29 · 2 citations
    Computer Science · #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
  33. Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree
    2015/09/30 by Lee, Chen-Yu, Gallagher, Patrick W., Tu, Zhuowen · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  34. Wasserstein Introspective Neural Networks
    2017/11/24 by Lee, Kwonjoon, Xu, Weijian, Fan, Fan +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. Rethinking Exposure Bias In Language Modeling
    2019/10/13 by Yifan Xu, Kening Zhang, Xu, Yifan +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  36. Pose Recognition with Cascade Transformers
    2021/04/14 by Li, Ke, Wang, Shijie, Zhang, Xiang +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. Compatibility-aware Heterogeneous Visual Search
    2021/05/13 by Duggal, Rahul, Zhou, Hao, Yang, Shuo +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Towards Panoptic 3D Parsing for Single Image in the Wild
    2021/11/04 by Liu, Sainan, Nguyen, Vincent, Gao, Yuan +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models
    2021/06/10 by Tyler A. Chang, Yifan Xu, Chang, Tyler A. +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  40. DeepRadiologyNet: Radiologist Level Pathology Detection in CT Head Images
    2017/11/26 by Jameson Merkow, Robert Lufkin, Merkow, Jameson +9 · 1 voice
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  41. OmniControlNet: Dual-stage Integration for Conditional Image Generation
    2024/06/09 by Yilin Wang, Wang, Yilin, Haiyang Xu +11 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  42. On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning
    2022/10/19 by Xu, Yifan, Hansen, Nicklas, Wang, Zirui +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  43. Goldfish: Monolingual Language Models for 350 Languages
    2024/08/19 by Tyler A. Chang, Chang, Tyler A., Catherine Arnett +5 · 1 voice · 2 citations
    #cs.CL
  44. DepR: Depth Guided Single-view Scene Reconstruction with Instance-level Diffusion
    2025/07/30 by Zhao, Qingcheng, Zhang, Xiang, Xu, Haiyang +4 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. Semi-supervised Vision Transformers at Scale
    2022/08/11 by Zhaowei Cai, Cai, Zhaowei, Avinash Ravichandran +13 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  46. Musketeer: Joint Training for Multi-task Vision Language Model with Task Explanation Prompts
    2023/05/11 by Zhang, Zhaoyang, Shen, Yantao, Shi, Kunyu +7 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  47. Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers
    2025/05/07 by Srivastava, Divyansh, Zhang, Xiang, Wen, He +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  48. Ground-V: Teaching VLMs to Ground Complex Instructions in Pixels
    2025/05/20 by Yongshuo Zong, Qin Zhang, Zong, Yongshuo +15 · 3 citations
    Engineering · #Advanced Fiber Optic Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Photonic and Optical Devices #Semiconductor Lasers and Optical Devices
  49. Open-World Dynamic Prompt and Continual Visual Representation Learning
    2024/09/09 by Kim, Youngeun, Fang, Jun, Zhang, Qin +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  50. Dolfin: Diffusion Layout Transformers without Autoencoder
    2023/10/25 by Yilin Wang, Wang, Yilin, Zeyuan Chen +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
  51. DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models
    2024/10/04 by Kim, Sungnyun, Liao, Haofu, Appalaraju, Srikar +6 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  52. Efficient Scaling of Diffusion Transformers for Text-to-Image Generation
    2024/12/16 by Li, Hao, Lal, Shamit, Li, Zhiheng +9 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  53. Enhancing Vision-Language Pre-training with Rich Supervisions
    2024/03/05 by Gao, Yuan, Shi, Kunyu, Zhu, Pengkai +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  54. Neural Program Synthesis By Self-Learning
    2019/10/13 by Yifan Xu, Lu Dai, Xu, Yifan +7 · 2 citations
    Computer Science · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications #Neural Networks and Applications