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Liu, Shikun

  1. End-to-End Multi-Task Learning with Attention
    2018/03/28 by Liu, Shikun, Johns, Edward, Davison, Andrew J. · 52 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. iMAP: Implicit Mapping and Positioning in Real-Time
    2021/03/23 by Sucar, Edgar, Liu, Shikun, Ortiz, Joseph +1 · 38 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. EscherNet: A Generative Model for Scalable View Synthesis
    2024/02/06 by Xin Kong, Kong, Xin, Shikun Liu +9 · 24 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems
  4. Auto-Lambda: Disentangling Dynamic Task Relationships
    2022/02/07 by Liu, Shikun, James, Stephen, Davison, Andrew J. +1 · 9 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Self-Supervised Generalisation with Meta Auxiliary Learning
    2019/01/25 by Liu, Shikun, Davison, Andrew J., Johns, Edward · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. MarDini: Masked Autoregressive Diffusion for Video Generation at Scale
    2024/10/26 by Haozhe Liu, Liu, Haozhe, Zijian Zhou +26 · 11 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
  7. Structural Re-weighting Improves Graph Domain Adaptation
    2023/06/05 by Shikun Liu, Liu, Shikun, Tianchun Li +11 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Online Learning and Analytics
  8. vMAP: Vectorised Object Mapping for Neural Field SLAM
    2023/02/03 by Kong, Xin, Liu, Shikun, Taher, Marwan +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Prismer: A Vision-Language Model with Multi-Task Experts
    2023/03/04 by Shikun Liu, Linxi Fan, Liu, Shikun +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  10. Bootstrapping Semantic Segmentation with Regional Contrast
    2021/04/09 by Liu, Shikun, Zhi, Shuaifeng, Johns, Edward +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Learning Flow Fields in Attention for Controllable Person Image Generation
    2024/12/11 by Zijian Zhou, Zhou, Zijian, Shikun Liu +25 · 5 citations
    Computer Science · #Video Surveillance and Tracking Methods #Face recognition and analysis
  12. GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
    2023/10/12 by Zou, Deyu, Liu, Shikun, Miao, Siqi +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Pairwise Alignment Improves Graph Domain Adaptation
    2024/03/02 by Shikun Liu, Liu, Shikun, Deyu Zou +5 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Reinforcement Learning in Robotics
  14. Scaling Sequence-to-Sequence Generative Neural Rendering
    2025/10/05 by Liu, Shikun, Ng, Kam Woh, Jang, Wonbong +9 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Model Generalization on Text Attribute Graphs: Principles with Large Language Models
    2025/02/17 by Haoyu Wang, Wang, Haoyu, Shikun Liu +5 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  16. Scaling Zero-Shot Reference-to-Video Generation
    2025/12/07 by Zhou, Zijian, Liu, Shikun, Liu, Haozhe +14 · 2 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization