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Zeng, Ailing

  1. Are Transformers Effective for Time Series Forecasting?
    2022/05/26 by Ailing Zeng, Muxi Chen, Zeng, Ailing +5 · 1 voice · 222 citations
    Computer Science · #Advanced Text Analysis Techniques #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #cs.AI #cs.LG
  2. Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks
    2024/01/25 by Tianhe Ren, Ren, Tianhe, Shilong Liu +31 · 217 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
  3. Effective Whole-body Pose Estimation with Two-stages Distillation
    2023/07/29 by Yang, Zhendong, Zeng, Ailing, Yuan, Chun +1 · 70 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset
    2023/07/03 by Lin, Jing, Zeng, Ailing, Lu, Shunlin +4 · 45 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Follow-Your-Emoji: Fine-Controllable and Expressive Freestyle Portrait Animation
    2024/06/04 by Ma, Yue, Liu, Hongyu, Wang, Hongfa +8 · 47 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. FITS: Modeling Time Series with 10k Parameters
    2023/07/06 by Xu, Zhijian, Zeng, Ailing, Xu, Qiang · 31 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation
    2023/09/29 by Cai, Zhongang, Yin, Wanqi, Zeng, Ailing +10 · 31 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions
    2024/07/08 by Xuan Ju, Ju, Xuan, Yiming Gao +15 · 35 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 Analysis and Summarization
  9. Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
    2023/10/02 by Xuan Ju, Ju, Xuan, Ailing Zeng +7 · 23 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  10. Human Pose Regression with Residual Log-likelihood Estimation
    2021/07/23 by Li, Jiefeng, Bian, Siyuan, Zeng, Ailing +4 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. MotionLLM: Understanding Human Behaviors from Human Motions and Videos
    2024/05/30 by Chen, Ling-Hao, Lu, Shunlin, Zeng, Ailing +4 · 20 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes
    2023/03/05 by Ju, Xuan, Zeng, Ailing, Wang, Jianan +2 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer
    2023/03/28 by Jing Lin, Ailing Zeng, Lin, Jing +7 · 13 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  14. GPAvatar: Generalizable and Precise Head Avatar from Image(s)
    2024/01/18 by Xuangeng Chu, Chu, Xuangeng, Li Yu +11 · 15 citations
    Computer Science · #Advanced Vision and Imaging #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  15. HumanTOMATO: Text-aligned Whole-body Motion Generation
    2023/10/19 by Lu, Shunlin, Chen, Ling-Hao, Zeng, Ailing +4 · 14 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. DiffSHEG: A Diffusion-Based Approach for Real-Time Speech-driven Holistic 3D Expression and Gesture Generation
    2024/01/09 by Chen, Junming, Liu, Yunfei, Wang, Jianan +3 · 14 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Sound (cs.SD) #electronic engineering #information engineering
  17. HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling
    2022/04/28 by Zhongang Cai, Cai, Zhongang, Daxuan Ren +27 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition
  18. PhysHOI: Physics-Based Imitation of Dynamic Human-Object Interaction
    2023/12/07 by Yinhuai Wang, Wang, Yinhuai, Jing Lin +9 · 13 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation #Human Pose and Action Recognition #Robot Manipulation and Learning #Robotics (cs.RO)
  19. HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation
    2023/04/09 by Xuan Ju, Ailing Zeng, Ju, Xuan +9 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  20. From Knowledge Distillation to Self-Knowledge Distillation: A Unified Approach with Normalized Loss and Customized Soft Labels
    2023/03/23 by Yang, Zhendong, Zeng, Ailing, Li, Zhe +3 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. SkillMimic: Learning Basketball Interaction Skills from Demonstrations
    2024/08/12 by Yinhuai Wang, Qihan Zhao, Wang, Yinhuai +23 · 15 citations
    Computer Science · Health Professions · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Educational Games and Gamification #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Online Learning and Analytics #Physical Education and Pedagogy #Robotics (cs.RO)
  22. SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos
    2021/12/27 by Zeng, Ailing, Yang, Lei, Ju, Xuan +3 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Open-World Human-Object Interaction Detection via Multi-modal Prompts
    2024/06/11 by Yang, Jie, Li, Bingliang, Zeng, Ailing +2 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls
    2024/07/30 by Yuxuan Bian, Bian, Yuxuan, Ailing Zeng +11 · 10 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Hand Gesture Recognition Systems
  25. AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation
    2024/03/26 by Sun, Qingping, Wang, Yanjun, Zeng, Ailing +8 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Boosting Human-Object Interaction Detection with Text-to-Image Diffusion Model
    2023/05/20 by Jie Yang, Bingliang Li, Yang, Jie +9 · 5 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  27. DreamWaltz: Make a Scene with Complex 3D Animatable Avatars
    2023/05/21 by Huang, Yukun, Wang, Jianan, Zeng, Ailing +5 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach
    2020/07/18 by Zeng, Ailing, Sun, Xiao, Huang, Fuyang +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation
    2021/08/16 by Ailing Zeng, Xiao Sun, Zeng, Ailing +9 · 4 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Stroke Rehabilitation and Recovery
  30. DPoser: Diffusion Model as Robust 3D Human Pose Prior
    2023/12/09 by Junzhe Lu, Lu, Junzhe, Jing Lin +10 · 5 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Motion and Animation #Human Pose and Action Recognition
  31. Motion-X++: A Large-Scale Multimodal 3D Whole-body Human Motion Dataset
    2025/01/09 by Zhang, Yuhong, Lin, Jing, Zeng, Ailing +7 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation
    2022/03/16 by Zeng, Ailing, Ju, Xuan, Yang, Lei +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. X-Pose: Detecting Any Keypoints
    2023/10/12 by Yang, Jie, Zeng, Ailing, Zhang, Ruimao +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. ViTKD: Practical Guidelines for ViT feature knowledge distillation
    2022/09/06 by Yang, Zhendong, Li, Zhe, Zeng, Ailing +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation
    2023/02/03 by Jie Yang, Ailing Zeng, Yang, Jie +9 · 3 citations
    Computer Science · #Human Pose and Action Recognition #Video Analysis and Summarization #Anomaly Detection Techniques and Applications
  36. SMPLest-X: Ultimate Scaling for Expressive Human Pose and Shape Estimation
    2025/01/16 by Wanqi Yin, Yin, Wanqi, Zhongang Cai +27 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Human-Computer Interaction (cs.HC) #Multimedia (cs.MM) #Robotics (cs.RO) #Video Surveillance and Tracking Methods
  37. VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer
    2025/02/09 by Liu, Xinyu, Zeng, Ailing, Xue, Wei +4 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. The Dawn of Video Generation: Preliminary Explorations with SORA-like Models
    2024/10/07 by Zeng, Ailing, Yang, Yuhang, Chen, Weidong +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR
    2023/03/13 by Feng Li, Ailing Zeng, Li, Feng +11 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Domain Adaptation and Few-Shot Learning
  40. Introducing Depth into Transformer-based 3D Object Detection
    2023/02/25 by Zhang, Hao, Li, Hongyang, Zeng, Ailing +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World Conditions
    2023/09/10 by Wang, Jiong, Yang, Fengyu, Gou, Wenbo +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. Follow-Your-Emoji-Faster: Towards Efficient, Fine-Controllable, and Expressive Freestyle Portrait Animation
    2025/09/20 by Yue Ma, Ma, Yue, Zexuan Yan +25 · 14 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Video Analysis and Summarization
  43. T-WaveNet: Tree-Structured Wavelet Neural Network for Sensor-Based Time Series Analysis
    2020/12/10 by Liu, Minhao, Zeng, Ailing, Lai, Qiuxia +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  44. VideoGen-Eval: Agent-based System for Video Generation Evaluation
    2025/03/30 by Yang, Yuhang, Fan, Ke, Sun, Shangkun +7 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. DreamWaltz-G: Expressive 3D Gaussian Avatars from Skeleton-Guided 2D Diffusion
    2024/09/25 by Huang, Yukun, Wang, Jianan, Zeng, Ailing +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  46. FrAug: Frequency Domain Augmentation for Time Series Forecasting
    2023/02/18 by Muxi Chen, Chen, Muxi, Zhijian Xu +5 · 1 citation
    Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  47. detrex: Benchmarking Detection Transformers
    2023/06/12 by Tianhe Ren, Shilong Liu, Ren, Tianhe +29 · 1 citation
    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
  48. A Strong and Reproducible Object Detector with Only Public Datasets
    2023/04/25 by Ren, Tianhe, Yang, Jianwei, Liu, Shilong +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. TalkCuts: A Large-Scale Dataset for Multi-Shot Human Speech Video Generation
    2025/10/08 by Jiaben Chen, Chen, Jiaben, Wang, Zixin +18 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Speech and Audio Processing