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Enze Xie

  1. Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
    2025/05/28 by Chengyue Wu, Wu, Chengyue, Hao Zhang +15 · 5 voices · 128 citations
    Computer Science · Social Sciences · #Topic Modeling #Generative Adversarial Networks and Image Synthesis #Computational and Text Analysis Methods
  2. SegFormer: Simple and Efficient Design for Semantic Segmentation with\n Transformers
    2021/05/31 by Enze Xie, Wenhai Wang, Xie, Enze +9 · 305 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 #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  3. PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
    2024/03/07 by Junsong Chen, Jun Song Chen, Chen, Junsong +18 · 2 voices · 71 citations
    Computer Science · #Advanced Data Compression Techniques #cs.CV
  4. Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
    2021/02/24 by Wenhai Wang, Wang, Wenhai, Enze Xie +15 · 124 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
  5. BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers
    2022/03/31 by Zhiqi Li, Wenhai Wang, Li, Zhiqi +13 · 119 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  6. Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
    2021/10/01 by Wenhai Wang, Enze Xie, Xiang Li +6 · 112 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Visual Attention and Saliency Detection
  7. PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
    2023/09/30 by Jun Song Chen, Chen, Junsong, Jincheng Yu +19 · 135 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  8. SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers
    2024/10/14 by Enze Xie, Xie, Enze, Junsong Chen +20 · 3 voices · 76 citations
    Computer Science · #cs.CV
  9. T2I-CompBench++: An Enhanced and Comprehensive Benchmark for Compositional Text-to-image Generation
    2023/07/12 by Kaiyi Huang, Huang, Kaiyi, Duan, Chengqi +8 · 115 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  10. DriveGPT4: Interpretable End-to-end Autonomous Driving via Large Language Model
    2023/10/02 by Zhenhua Xu, Xu, Zhenhua, Yujia Zhang +13 · 82 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
  11. SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
    2024/11/07 by Muyang Li, Li, Muyang, Yujun Lin +17 · 1 voice · 43 citations
    #cs.CV #cs.LG
  12. PVT v2: Improved baselines with pyramid vision transformer
    2022/03/16 by Wenhai Wang, Enze Xie, Xiang Li +6 · 44 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Image Enhancement Techniques
  13. PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models
    2024/01/10 by Junsong Chen, Yue Wu, Chen, Junsong +13 · 1 voice · 21 citations
    #cs.CV
  14. VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation
    2024/09/06 by Yunfeng Wu, Wu, Yecheng, Zhang, Zhuoyang +20 · 74 citations
    Computer Science · Earth and Planetary Sciences · #Advanced Image and Video Retrieval Techniques #3D Surveying and Cultural Heritage #Constraint Satisfaction and Optimization
  15. TransTrack: Multiple Object Tracking with Transformer
    2020/12/31 by Peize Sun, Jinkun Cao, Sun, Peize +13 · 35 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Fire Detection and Safety Systems
  16. Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
    2024/10/14 by Junyu Chen, Han Cai, Chen, Junyu +15 · 52 citations
    Computer Science · Medicine · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Medical Imaging Techniques and Applications
  17. DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation
    2023/07/04 by Shentong Mo, Enze Xie, Mo, Shentong +11 · 25 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging
  18. Animate124: Animating One Image to 4D Dynamic Scene
    2023/11/24 by Yuyang Zhao, Zhiwen Yan, Zhao, Yuyang +9 · 27 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  19. DDP: Diffusion Model for Dense Visual Prediction
    2023/03/30 by Yuanfeng Ji, Zhe Chen, Ji, Yuanfeng +15 · 20 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Video Surveillance and Tracking Methods #Image Retrieval and Classification Techniques
  20. HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
    2024/10/14 by Haotian Tang, Tang, Haotian, Yunfeng Wu +17 · 32 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
  21. DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving
    2023/04/03 by Tianqi Wang, Suk-Min Kim, Wang, Tianqi +13 · 16 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Traffic and Road Safety
  22. LEGO-Prover: Neural Theorem Proving with Growing Libraries
    2023/10/01 by Haiming Wang, Huajian Xin, Wang, Haiming +24 · 17 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling
  23. M2BEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation
    2022/04/11 by Enze Xie, Zhiding Yu, Xie, Enze +12 · 12 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
  24. Segmenting Transparent Objects in the Wild
    2020/03/31 by Enze Xie, Wenjia Wang, Xie, Enze +9 · 10 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
  25. Progressive-Hint Prompting Improves Reasoning in Large Language Models
    2023/04/19 by Chuanyang Zheng, Zheng, Chuanyang, Zhengying Liu +7 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  26. Beyond One-to-One: Rethinking the Referring Image Segmentation
    2023/08/26 by Yutao Hu, Hu, Yutao, Qixiong Wang +11 · 14 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  27. Accelerating Diffusion Sampling with Optimized Time Steps
    2024/02/27 by Shuchen Xue, Xue, Shuchen, Zhaoqiang Liu +11 · 15 citations
    Computer Science · #Speech and Audio Processing
  28. DriveCoT: Integrating Chain-of-Thought Reasoning with End-to-End Driving
    2024/03/25 by Tingkai Wang, Wang, Tianqi, Enze Xie +7 · 14 citations
    Computer Science · #Advanced Text Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Semantic Web and Ontologies
  29. PolarMask: Single Shot Instance Segmentation with Polar Representation
    2019/09/29 by Enze Xie, Xie, Enze, Peize Sun +11 · 9 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 #Machine Learning and Data Classification
  30. Scene Text Image Super-Resolution in the Wild
    2020/05/07 by Wenjia Wang, Enze Xie, Wang, Wenjia +11 · 7 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
  31. Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe
    2022/09/12 by Hongyang Li, Li, Hongyang, Chonghao Sima +39 · 8 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Machine Learning (cs.LG) #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  32. Understanding The Robustness in Vision Transformers
    2022/04/26 by Daquan Zhou, Zhou, Daquan, Zhiding Yu +11 · 7 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 #Visual Attention and Saliency Detection
  33. A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook
    2025/04/11 by Jiankai Sun, Chuanyang Zheng, Enze Xie +34 · 21 citations
    Computer Science · #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  34. TextSR: Content-Aware Text Super-Resolution Guided by Recognition
    2019/09/16 by Wenjia Wang, Wang, Wenjia, Enze Xie +10 · 4 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Image Processing Techniques and Applications
  35. Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
    2019/08/16 by Wenhai Wang, Enze Xie, Wang, Wenhai +13 · 4 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Vehicle License Plate Recognition
  36. DetCo: Unsupervised Contrastive Learning for Object Detection
    2021/02/09 by Enze Xie, Jian Ding, Xie, Enze +13 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Visual Attention and Saliency Detection
  37. DiffComplete: Diffusion-based Generative 3D Shape Completion
    2023/06/28 by Ruihang Chu, Chu, Ruihang, Enze Xie +11 · 4 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
  38. Improving Monocular Visual Odometry Using Learned Depth
    2022/04/04 by Libo Sun, Sun, Libo, Wei Yin +9 · 3 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
  39. Drag-A-Video: Non-rigid Video Editing with Point-based Interaction
    2023/12/05 by Teng, Yao, Enze Xie, Yue Wu +8 · 4 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
  40. Vehicle-Infrastructure Cooperative 3D Object Detection via Feature Flow Prediction
    2023/03/19 by Haibao Yu, Yingjuan Tang, Yu, Haibao +11 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  41. PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text
    2021/05/02 by Wenhai Wang, Enze Xie, Wang, Wenhai +13 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Vehicle License Plate Recognition
  42. Panoptic SegFormer: Delving Deeper into Panoptic Segmentation with Transformers
    2021/09/08 by Zhiqi Li, Wenhai Wang, Li, Zhiqi +13 · 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
  43. MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation
    2023/04/19 by Chongjian Ge, Jun Song Chen, Ge, Chongjian +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  44. Editing Massive Concepts in Text-to-Image Diffusion Models
    2024/03/20 by Tianwei Xiong, Xiong, Tianwei, Wu, Yue +7 · 2 citations
    Arts and Humanities · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. AlgoFormer: An Efficient Transformer Framework with Algorithmic Structures
    2024/02/21 by Yihang Gao, Gao, Yihang, Chuanyang Zheng +15 · 2 citations
    Engineering · Materials Science · #Artificial Intelligence (cs.AI) #Control and Stability of Dynamical Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Magnetic Properties and Applications #Numerical Analysis (math.NA) #Power Quality and Harmonics
  46. What Makes for End-to-End Object Detection?
    2020/12/10 by Peize Sun, Sun, Peize, Yi Jiang +11 · 1 citation
    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
  47. FakeMix Augmentation Improves Transparent Object Detection
    2021/03/24 by Yang Cao, Zhengqiang Zhang, Cao, Yang +11 · 1 citation
    Computer Science · #Visual Attention and Saliency Detection #Image Enhancement Techniques #Advanced Neural Network Applications
  48. Magic 1-For-1: Generating One Minute Video Clips within One Minute
    2025/02/11 by Hongwei Yi, Shitong Shao, Yi, Hongwei +16 · 3 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia Communication and Technology #Video Analysis and Summarization #Video Coding and Compression Technologies
  49. TextBlockV2: Towards Precise-Detection-Free Scene Text Spotting with Pre-trained Language Model
    2024/03/15 by Jiahao Lyu, Jin Wei, Lyu, Jiahao +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Video Analysis and Summarization
  50. Make-A-Protagonist: Generic Video Editing with An Ensemble of Experts
    2023/05/15 by Yuyang Zhao, Enze Xie, Zhao, Yuyang +7 · 1 citation
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  51. Large Language Models as Automated Aligners for benchmarking Vision-Language Models
    2023/11/24 by Yuanfeng Ji, Chongjian Ge, Ji, Yuanfeng +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  52. Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts
    2024/07/16 by Jianhao Li, Li, Jianhao, Tianyu Sun +17 · 1 citation
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Image Processing and 3D Reconstruction
  53. Char-SAM: Turning Segment Anything Model into Scene Text Segmentation Annotator with Character-level Visual Prompts
    2024/12/27 by Enze Xie, Xie, Enze, Daiqing Wu +6 · 1 citation
    Computer Science · #Topic Modeling #Advanced Text Analysis Techniques #Text and Document Classification Technologies
  54. SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation
    2026/07/23 by Junsong Chen, Jincheng Yu, Yitong Li +11
    #cs.CV
  55. Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification
    2026/07/27 by Haopeng Li, Yitong Li, Junsong Chen +8
    #cs.CV