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Zhang, Shiwei

  1. Wan: Open and Advanced Large-Scale Video Generative Models
    2025/03/26 by Team Wan, WanTeam, Ang Wang +125 · 2 voices · 572 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #cs.CV
  2. I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models
    2023/11/07 by Shiwei Zhang, Zhang, Shiwei, Jiayu Wang +15 · 1 voice · 48 citations
    #cs.CV
  3. ModelScope Text-to-Video Technical Report
    2023/08/12 by Jiuniu Wang, Hangjie Yuan, Wang, Jiuniu +9 · 76 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Human Motion and Animation
  4. VideoComposer: Compositional Video Synthesis with Motion Controllability
    2023/06/03 by Wang, Xiang, Yuan, Hangjie, Zhang, Shiwei +6 · 47 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model
    2024/11/28 by Feng Liu, Liu, Feng, Shiwei Zhang +15 · 56 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment
  6. DreamVideo: Composing Your Dream Videos with Customized Subject and Motion
    2023/12/07 by Yujie Wei, Wei, Yujie, Shiwei Zhang +15 · 34 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  7. OadTR: Online Action Detection with Transformers
    2021/06/21 by Xiang Wang, Wang, Xiang, Shiwei Zhang +10 · 13 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  8. UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation
    2024/06/03 by Xiang Wang, Wang, Xiang, Shiwei Zhang +13 · 22 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
  9. DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models
    2023/12/15 by Ma, Yifeng, Zhang, Shiwei, Wang, Jiayu +3 · 17 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. InstructVideo: Instructing Video Diffusion Models with Human Feedback
    2023/12/19 by Yuan, Hangjie, Zhang, Shiwei, Wang, Xiang +7 · 17 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  11. TCTrack: Temporal Contexts for Aerial Tracking
    2022/03/03 by Ziang Cao, Ziyuan Huang, Cao, Ziang +9 · 9 citations
    Computer Science · #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging
  12. A neutral-atom Hubbard quantum simulator in the cryogenic regime
    2025/01/31 by Xu, Muqing, Kendrick, Lev Haldar, Kale, Anant +6 · 26 citations
    #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
  13. VideoLCM: Video Latent Consistency Model
    2023/12/14 by Wang, Xiang, Zhang, Shiwei, Zhang, Han +4 · 11 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Animate-X: Universal Character Image Animation with Enhanced Motion Representation
    2024/10/14 by Shuai Tan, Biao Gong, Tan, Shuai +15 · 17 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation
  15. RLIPv2: Fast Scaling of Relational Language-Image Pre-training
    2023/08/18 by Yuan, Hangjie, Zhang, Shiwei, Wang, Xiang +7 · 10 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  16. A Recipe for Scaling up Text-to-Video Generation with Text-free Videos
    2023/12/25 by Xiang Wang, Wang, Xiang, Shiwei Zhang +15 · 9 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 #Multimodal Machine Learning Applications #Video Analysis and Summarization
  17. SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models
    2025/02/18 by Cheng, Xianfu, Zhang, Wei, Zhang, Shiwei +16 · 15 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion
    2024/12/12 by Qiu, Haonan, Zhang, Shiwei, Wei, Yujie +5 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Hybrid Relation Guided Set Matching for Few-shot Action Recognition
    2022/04/28 by Xiang Wang, Shiwei Zhang, Wang, Xiang +13 · 5 citations
    Computer Science · Medicine · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Diabetic Foot Ulcer Assessment and Management
  20. Open-world Semantic Segmentation for LIDAR Point Clouds
    2022/07/04 by Cen, Jun, Yun, Peng, Zhang, Shiwei +5 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  21. CLIP-guided Prototype Modulating for Few-shot Action Recognition
    2023/03/06 by Wang, Xiang, Zhang, Shiwei, Cen, Jun +4 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. UniAnimate-DiT: Human Image Animation with Large-Scale Video Diffusion Transformer
    2025/04/15 by Wang, Xiang, Zhang, Shiwei, Tang, Longxiang +4 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. MoLo: Motion-augmented Long-short Contrastive Learning for Few-shot Action Recognition
    2023/04/03 by Xiang Wang, Shiwei Zhang, Wang, Xiang +11 · 4 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition
  24. PersonalVideo: High ID-Fidelity Video Customization without Dynamic and Semantic Degradation
    2024/11/26 by Li, Hengjia, Qiu, Haonan, Zhang, Shiwei +6 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. TAda! Temporally-Adaptive Convolutions for Video Understanding
    2021/10/12 by Ziyuan Huang, Huang, Ziyuan, Shiwei Zhang +11 · 3 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  26. Towards Real-World Visual Tracking with Temporal Contexts
    2023/08/20 by Ziang Cao, Ziyuan Huang, Cao, Ziang +9 · 4 citations
    Computer Science · #Video Surveillance and Tracking Methods
  27. DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control
    2024/10/17 by Wei, Yujie, Zhang, Shiwei, Yuan, Hangjie +9 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. MAR: Masked Autoencoders for Efficient Action Recognition
    2022/07/24 by Zhiwu Qing, Qing, Zhiwu, Shiwei Zhang +13 · 3 citations
    Computer Science · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Video Surveillance and Tracking Methods
  29. Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation
    2023/12/07 by Zhiwu Qing, Qing, Zhiwu, Shiwei Zhang +13 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Video Analysis and Summarization
  30. Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning
    2022/11/02 by Pei, Yixuan, Qing, Zhiwu, Cen, Jun +6 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. Check, Locate, Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation
    2023/11/27 by Gong, Biao, Huang, Siteng, Feng, Yutong +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. DreamRelation: Relation-Centric Video Customization
    2025/03/10 by Wei, Yujie, Zhang, Shiwei, Yuan, Hangjie +8 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. Disentangling Spatial and Temporal Learning for Efficient Image-to-Video Transfer Learning
    2023/09/14 by Zhiwu Qing, Qing, Zhiwu, Shiwei Zhang +11 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning
  34. HyRSM++: Hybrid Relation Guided Temporal Set Matching for Few-shot Action Recognition
    2023/01/09 by Xiang Wang, Shiwei Zhang, Wang, Xiang +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Anomaly Detection Techniques and Applications #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  35. Unleashing Potential of Evidence in Knowledge-Intensive Dialogue Generation
    2023/09/15 by Wu, Xianjie, Yang, Jian, Li, Tongliang +4 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
    2025/07/24 by Chen, Zhekai, Chu, Ruihang, Chen, Yukang +4 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. Utilising a Large Language Model to Annotate Subject Metadata: A Case Study in an Australian National Research Data Catalogue
    2023/10/17 by Zhang, Shiwei, Wu, Mingfang, Zhang, Xiuzhen · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  38. TACNet: Transition-Aware Context Network for Spatio-Temporal Action Detection
    2019/05/31 by Song, Lin, Zhang, Shiwei, Yu, Gang +1 · 1 citation
    #68T06 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. Solving 2D and 3D lattice models of correlated fermions -- combining matrix product states with mean field theory
    2022/07/08 by Gunnar Bollmark, Thomas Köhler, Bollmark, Gunnar +15 · 2 citations
    Materials Science · Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #Electronic and Structural Properties of Oxides #FOS: Physical sciences #Physics of Superconductivity and Magnetism #Strongly Correlated Electrons (cond-mat.str-el)
  40. Critical gate distance for Wigner crystallization in the two-dimensional electron gas
    2025/01/27 by Valenti, Agnes, Calvera, Vladimir, Yang, Yubo +4 · 5 citations
    #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Statistical Mechanics (cond-mat.stat-mech) #Strongly Correlated Electrons (cond-mat.str-el)
  41. CBR-Net: Cascade Boundary Refinement Network for Action Detection: Submission to ActivityNet Challenge 2020 (Task 1)
    2020/06/13 by Wang, Xiang, Ma, Baiteng, Qing, Zhiwu +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. Relation Modeling in Spatio-Temporal Action Localization
    2021/06/15 by Feng, Yutong, Jiang, Jianwen, Huang, Ziyuan +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  43. Self-Supervised Learning for Semi-Supervised Temporal Action Proposal
    2021/04/07 by Wang, Xiang, Zhang, Shiwei, Qing, Zhiwu +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. Towards Training Stronger Video Vision Transformers for EPIC-KITCHENS-100 Action Recognition
    2021/06/09 by Ziyuan Huang, Huang, Ziyuan, Zhiwu Qing +17 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  45. Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency
    2022/04/06 by Qing, Zhiwu, Zhang, Shiwei, Huang, Ziyuan +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  46. The Devil is in the Wrongly-classified Samples: Towards Unified Open-set Recognition
    2023/02/08 by Cen, Jun, Luan, Di, Zhang, Shiwei +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  47. Enlarging Instance-specific and Class-specific Information for Open-set Action Recognition
    2023/03/25 by Cen, Jun, Zhang, Shiwei, Wang, Xiang +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  48. Temporally-Adaptive Models for Efficient Video Understanding
    2023/08/10 by Huang, Ziyuan, Zhang, Shiwei, Pan, Liang +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. Observing Spatial Charge and Spin Correlations in a Strongly-Interacting Fermi Gas
    2025/04/02 by Daix, Cyprien, Dixmerias, Maxime, He, Yuan-Yao +5 · 4 citations
    #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
  50. FreeMask: Rethinking the Importance of Attention Masks for Zero-Shot Video Editing
    2024/09/30 by Lingling Cai, Kang Zhao, Cai, Lingling +9 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  51. Routing Matters in MoE: Scaling Diffusion Transformers with Explicit Routing Guidance
    2025/10/28 by Wei, Yujie, Zhang, Shiwei, Yuan, Hangjie +8 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  52. EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models
    2024/10/09 by Rui Zhao, Hangjie Yuan, Zhao, Rui +19 · 1 citation
    Arts and Humanities · Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  53. Replace Anyone in Videos
    2024/09/30 by Xiang Wang, Wang, Xiang, Zhang, Shiwei +8 · 1 citation
    Economics, Econometrics and Finance · Social Sciences · #Cinema and Media Studies #Digital Games and Media
  54. Spatiotemporal Order and Parametric Instabilities from First-Principles
    2025/07/18 by Kaplan, Daniel, Volkov, Pavel A., Coulter, Jennifer +2 · 3 citations
    #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
  55. Turning Internal Gap into Self-Improvement: Promoting the Generation-Understanding Unification in MLLMs
    2025/07/22 by Yujin Han, Hao Chen, Han, Yujin +11 · 2 citations
    Social Sciences · #Knowledge Management and Sharing
  56. Visualizing the Impact of Quenched Disorder on 2D Electron Wigner Solids
    2025/10/13 by Zhehao Ge, Ge, Zhehao, Conor Smith +35 · 4 citations
    Physics and Astronomy · #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Strongly Correlated Electrons (cond-mat.str-el) #cond-mat.mes-hall #cond-mat.str-el