Hua, Tianyu

1. On Feature Decorrelation in Self-Supervised Learning
   2021/05/02 by Tianyu Hua, Hua, Tianyu, Wenxiao Wang +9 · 15 citations
   Computer Science · #Anomaly Detection Techniques and Applications #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) #Machine Learning (stat.ML) #Machine Learning and Data Classification
2. Improving Multi-Modal Learning with Uni-Modal Teachers
   2021/06/21 by Chenzhuang Du, Tingle Li, Du, Chenzhuang +11 · 8 citations
   Computer Science · Neuroscience · #Speech and Audio Processing #Music and Audio Processing #Hearing Loss and Rehabilitation
3. FlowRetrieval: Flow-Guided Data Retrieval for Few-Shot Imitation Learning
   2024/08/29 by Li-Heng Lin, Yuchen Cui, Lin, Li-Heng +7 · 13 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Natural Language Processing Techniques #Robotics (cs.RO)
4. ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code
   2025/06/02 by Tianyu Hua, Hua, Tianyu, Hua, Harper +12 · 6 citations
   Health Professions · Computer Science · #Artificial Intelligence in Healthcare #Machine Learning and Data Classification #Research Data Management Practices
5. Exploiting Relationship for Complex-scene Image Generation
   2021/04/01 by Hua, Tianyu, Zheng, Hongdong, Bai, Yalong +3 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Co-advise: Cross Inductive Bias Distillation
   2021/06/23 by Ren, Sucheng, Gao, Zhengqi, Hua, Tianyu +4 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. From Replication to Redesign: Exploring Pairwise Comparisons for LLM-Based Peer Review
   2025/06/12 by Yaohui Zhang, Haijing Zhang, Zhang, Yaohui +10 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · Computer Science · #Biomedical Text Mining and Ontologies #scientometrics and bibliometrics research #Semantic Web and Ontologies
8. Self-supervision through Random Segments with Autoregressive Coding (RandSAC)
   2022/03/22 by Hua, Tianyu, Tian, Yonglong, Ren, Sucheng +3 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences