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Song, Yibing

  1. LLaVA-CoT: Let Vision Language Models Reason Step-by-Step
    2024/11/15 by Guowei Xu, Xu, Guowei, Peng Jin +11 · 12 voices · 130 citations
    Computer Science · #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  2. WorldVLA: Towards Autoregressive Action World Model
    2025/06/26 by Jun Cen, Chaohui Yu, Cen, Jun +21 · 4 voices · 78 citations
    Computer Science · #Data Visualization and Analytics
  3. VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
    2022/03/23 by Tong Zhan, Tong, Zhan, Yibing Song +5 · 158 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
  4. AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition
    2022/05/26 by Shoufa Chen, Chongjian Ge, Chen, Shoufa +11 · 81 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 #Human Pose and Action Recognition
  5. Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations
    2022/02/16 by Youwei Liang, Liang, Youwei, Chongjian Ge +9 · 43 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  6. DiffusionDet: Diffusion Model for Object Detection
    2022/11/17 by Shoufa Chen, Peize Sun, Chen, Shoufa +5 · 32 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 #Video Surveillance and Tracking Methods
  7. Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection
    2022/03/23 by Liang Chen, Chen, Liang, Yong Zhang +7 · 21 citations
    Computer Science · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications
  8. Parser-Free Virtual Try-on via Distilling Appearance Flows
    2021/03/08 by Yuying Ge, Ge, Yuying, Yibing Song +9 · 12 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
  9. VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples
    2021/03/10 by Pan Tian, Pan, Tian, Yibing Song +7 · 7 citations
    Computer Science · #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  10. VITAL: VIsual Tracking via Adversarial Learning
    2018/04/12 by Yibing Song, Chao Ma, Song, Yibing +15 · 6 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Fire Detection and Safety Systems #Video Surveillance and Tracking Methods
  11. CREST: Convolutional Residual Learning for Visual Tracking
    2017/08/01 by Yibing Song, Song, Yibing, Chao Ma +9 · 8 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Fire Detection and Safety Systems
  12. Dynamic Diffusion Transformer
    2024/10/04 by Wangbo Zhao, Yizeng Han, Zhao, Wangbo +13 · 13 citations
    Engineering · Materials Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Induction Heating and Inverter Technology #Magnetic Properties and Applications
  13. PD-GAN: Probabilistic Diverse GAN for Image Inpainting
    2021/05/05 by Hongyu Liu, Ziyu Wan, Liu, Hongyu +9 · 5 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  14. Advancing Visual Grounding with Scene Knowledge: Benchmark and Method
    2023/07/21 by Chen, Zhihong, Zhang, Ruifei, Song, Yibing +2 · 6 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs
    2024/12/04 by Wangbo Zhao, Zhao, Wangbo, Yizeng Han +13 · 12 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Particle Accelerators and Free-Electron Lasers #Particle accelerators and beam dynamics
  16. ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows
    2021/03/31 by An, Jie, Huang, Siyu, Song, Yibing +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  17. TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning
    2021/12/16 by Shiming Chen, Chen, Shiming, Ziming Hong +13 · 5 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #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
  18. Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation
    2023/07/21 by Zunnan Xu, Xu, Zunnan, Zhihong Chen +9 · 6 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  19. MVF-Net: Multi-View 3D Face Morphable Model Regression
    2019/04/09 by Fanzi Wu, Wu, Fanzi, Linchao Bao +13 · 3 citations
    Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Rejuvenation and Surgery Techniques
  20. Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint
    2022/11/21 by Liu, Hongyu, Song, Yibing, Chen, Qifeng · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Rethinking Image Inpainting via a Mutual Encoder-Decoder with Feature Equalizations
    2020/07/14 by Liu, Hongyu, Jiang, Bin, Song, Yibing +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
    2024/03/18 by Zhao, Wangbo, Tang, Jiasheng, Han, Yizeng +5 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. InstructDET: Diversifying Referring Object Detection with Generalized Instructions
    2023/10/08 by Ronghao Dang, Dang, Ronghao, Jiangyan Feng +19 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  24. HeadArtist: Text-conditioned 3D Head Generation with Self Score Distillation
    2023/12/12 by Hongyu Liu, Liu, Hongyu, Xuan Wang +11 · 4 citations
    Computer Science · Engineering · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
  25. Human MotionFormer: Transferring Human Motions with Vision Transformers
    2023/02/22 by Hongyu Liu, Liu, Hongyu, Xintong Han +18 · 3 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Advanced Vision and Imaging
  26. PiCO: Peer Review in LLMs based on the Consistency Optimization
    2024/02/02 by Kun-Peng Ning, Ning, Kun-Peng, Shuo Yang +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  27. Advancing Textual Prompt Learning with Anchored Attributes
    2024/12/12 by Li, Zheng, Song, Yibing, Cheng, Ming-Ming +2 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic Modulations
    2022/10/14 by Yiming Zhu, Hongyu Liu, Zhu, Yiming +13 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  29. Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning
    2023/03/30 by Chongjian Ge, Jiangliu Wang, Ge, Chongjian +9 · 2 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
  30. Efficient Video Action Detection with Token Dropout and Context Refinement
    2023/04/17 by Lei Chen, Tong Zhan, Chen, Lei +7 · 2 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
  31. Improved Test-Time Adaptation for Domain Generalization
    2023/04/10 by Liang Chen, Chen, Liang, Yong Zhang +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  32. Unsupervised Deep Tracking
    2019/04/03 by Wang, Ning, Song, Yibing, Ma, Chao +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. Evolving Semantic Prototype Improves Generative Zero-Shot Learning
    2023/06/12 by Chen, Shiming, Hou, Wenjin, Hong, Ziming +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. Rethinking Image Deraining via Rain Streaks and Vapors
    2020/08/03 by Yinglong Wang, Yibing Song, Wang, Yinglong +5 · 1 citation
    Computer Science · Engineering · #Image Enhancement Techniques #Advanced Image Processing Techniques #Advanced Image Fusion Techniques
  35. Robust Tracking against Adversarial Attacks
    2020/07/20 by Jia, Shuai, Ma, Chao, Song, Yibing +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Unsupervised Deep Representation Learning for Real-Time Tracking
    2020/07/22 by Wang, Ning, Zhou, Wengang, Song, Yibing +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. DeFLOCNet: Deep Image Editing via Flexible Low-level Controls
    2021/03/23 by Hongyu Liu, Liu, Hongyu, Ziyu Wan +13 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  38. Disentangled Cycle Consistency for Highly-realistic Virtual Try-On
    2021/03/17 by Chongjian Ge, Yibing Song, Ge, Chongjian +9 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
  39. DynaMixer: A Vision MLP Architecture with Dynamic Mixing
    2022/01/28 by Wang, Ziyu, Jiang, Wenhao, Zhu, Yiming +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-step
    2025/07/06 by Liu, Zheyuan, Ning, Munan, Zhang, Qihui +8 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. AvatarArtist: Open-Domain 4D Avatarization
    2025/03/25 by Hongyu Liu, Liu, Hongyu, Xuan Wang +15 · 5 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Virtual Reality Applications and Impacts
  42. AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin
    2025/06/10 by Yang, Shuo, Zhang, Qihui, Liu, Yuyang +8 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  43. LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization
    2024/10/22 by Chen, Liang, Zhang, Yong, Song, Yibing +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  44. IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking
    2021/03/27 by Shuai Jia, Yibing Song, Jia, Shuai +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. Image Inpainting via Iteratively Decoupled Probabilistic Modeling
    2022/12/06 by Li, Wenbo, Yu, Xin, Zhou, Kun +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  46. Aligning Audio-Visual Joint Representations with an Agentic Workflow
    2024/10/30 by Shentong Mo, Mo, Shentong, Yibing Song +1 · 2 citations
    Computer Science · Engineering · #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 #Human Motion and Animation #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  47. Domain Generalization via Rationale Invariance
    2023/08/22 by Chen, Liang, Zhang, Yong, Song, Yibing +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  48. Image Correction via Deep Reciprocating HDR Transformation
    2018/04/12 by Xin Yang, Yang, Xin, Ke Xu +9 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Enhancement Techniques
  49. Advancing Vision Transformers with Group-Mix Attention
    2023/11/26 by Ge, Chongjian, Ding, Xiaohan, Tong, Zhan +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  50. UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation
    2025/03/19 by Qihui Zhang, Munan Ning, Zhang, Qihui +17 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  51. Re-Aligning Language to Visual Objects with an Agentic Workflow
    2025/03/30 by Yuming Chen, Jiangyan Feng, Chen, Yuming +15 · 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