Sheng, Lijun
- A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation
2024/02/06 by Zhengbo Wang, Wang, Zhengbo, Jian Liang +9 · 9 citations
Arts and Humanities · Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Subtitles and Audiovisual Media #Video Coding and Compression Technologies
- ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation
2022/05/29 by Yuhe Ding, Ding, Yuhe, Sheng Lijun +7 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- Out-of-Distribution Detection: A Task-Oriented Survey of Recent Advances
2024/09/18 by Shuo Lu, Lu, Shuo, Y. Wang +9 · 8 citations
Engineering · #Advanced Chemical Sensor Technologies
- R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning
2025/04/15 by Lijun Sheng, Sheng, Lijun, Jian Liang +5 · 11 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay
2024/07/22 by Yongcan Yu, Sheng Lijun, Yu, Yongcan +5 · 5 citations
Medicine · Computer Science · #Advanced MRI Techniques and Applications #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques
- Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization
2023/08/24 by Jian Liang, Liang, Jian, Sheng Lijun +7 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #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
- Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection
2024/03/15 by Xu, Yuting, Liang, Jian, Sheng, Lijun +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification
2023/07/06 by Yongcan Yu, Yu, Yongcan, Sheng Lijun +5 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neonatal and fetal brain pathology