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Liu, Pinxin

  1. Video Understanding with Large Language Models: A Survey
    2023/12/29 by Jing Bi, Tang, Yolo Y., Bi, Jing +34 · 48 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  2. An Empirical Analysis on Large Language Models in Debate Evaluation
    2024/05/28 by Xinyi Liu, Pinxin Liu, Liu, Xinyi +3 · 10 citations
    Social Sciences · #Computational and Text Analysis Methods
  3. Why Reasoning Matters? A Survey of Advancements in Multimodal Reasoning (v1)
    2025/04/04 by Jing Bi, Bi, Jing, Susan Liang +31 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  4. Tri2-plane: Thinking Head Avatar via Feature Pyramid
    2024/01/17 by Luchuan Song, Pinxin Liu, Song, Luchuan +6 · 5 citations
    Computer Science · Medicine · #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Facial Rejuvenation and Surgery Techniques
  5. TextToon: Real-Time Text Toonify Head Avatar from Single Video
    2024/09/23 by Song, Luchuan, Chen, Lele, Liu, Celong +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  6. GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling
    2025/01/31 by Liu, Pinxin, Song, Luchuan, Huang, Junhua +2 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  7. GaussianStyle: Gaussian Head Avatar via StyleGAN
    2024/02/01 by Liu, Pinxin, Song, Luchuan, Zhang, Daoan +5 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Adaptive Super Resolution For One-Shot Talking-Head Generation
    2024/03/23 by Luchuan Song, Pinxin Liu, Song, Luchuan +5 · 4 citations
    Computer Science · Engineering · #Advanced Optical Imaging Technologies #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  9. Generative AI for Cel-Animation: A Survey
    2025/01/08 by Tang, Yolo Y., Junjia Guo, Guo, Junjia +29 · 7 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #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 #Human-Computer Interaction (cs.HC)
  10. Kubrick: Multimodal Agent Collaborations for Synthetic Video Generation
    2024/08/19 by Liu He, Yizhi Song, He, Liu +7 · 4 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media
  11. KinMo: Kinematic-aware Human Motion Understanding and Generation
    2024/11/23 by Zhang, Pengfei, Liu, Pinxin, Garrido, Pablo +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  12. Contextual Gesture: Co-Speech Gesture Video Generation through Context-aware Gesture Representation
    2025/02/11 by Pinxin Liu, Pengfei Zhang, Liu, Pinxin +8 · 5 citations
    Arts and Humanities · Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Subtitles and Audiovisual Media
  13. GTR-Voice: Articulatory Phonetics Informed Controllable Expressive Speech Synthesis
    2024/06/15 by Zehua Kcriss Li, Li, Zehua Kcriss, Meiying Melissa Chen +7 · 3 citations
    Psychology · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Phonetics and Phonology Research #Sound (cs.SD) #electronic engineering #information engineering
  14. Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting
    2025/04/07 by Yunlong Tang, Tang, Yunlong, Jing Bi +33 · 7 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 #Video Analysis and Summarization
  15. The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report
    2025/04/14 by Bin Ren, Ren, Bin, Hang Guo +235 · 6 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
  16. Intentional Gesture: Deliver Your Intentions with Gestures for Speech
    2025/05/21 by Pinxin Liu, Haiyang Liu, Liu, Pinxin +7 · 4 citations
    Arts and Humanities · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Hearing Impairment and Communication #Language, Discourse, Communication Strategies #Language, Metaphor, and Cognition
  17. MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness
    2025/05/26 by Y. Tang, Pinxin Liu, Tang, Yolo Y. +24 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  18. Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models
    2025/10/06 by Tang, Yolo Y., Bi, Jing, Liu, Pinxin +24 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences