Yi Xin
- Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey and Benchmark
2024/02/03 by Yi Xin, Jianjiang Yang, Xin, Yi +25 · 27 citations
Computer Science · Engineering · #Medical Image Segmentation Techniques #Advanced Vision and Imaging #Image Processing Techniques and Applications
- From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
2025/04/22 by Le Zhuo, Zhuo, Le, Liangbing Zhao +15 · 1 voice · 18 citations
#cs.CV
- D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
2024/06/18 by Zhongwei Wan, Xinjian Wu, Wan, Zhongwei +17 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Lumina-Video: Efficient and Flexible Video Generation with Multi-scale Next-DiT
2025/02/10 by Dongyang Liu, Liu, Dongyang, Shicheng Li +35 · 4 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Coding and Compression Technologies
- Latent-space adversarial training with post-aware calibration for defending large language models against jailbreak attacks
2025/01/18 by Yi Xin, Ting Li, Yi, Xin +8 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning
- A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
2025/08/28 by Mingjun Hu, Chenglong Ma, Hu, Ming +214 · 9 citations
Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- Leveraging Contrastive Learning and Self-Training for Multimodal Emotion Recognition with Limited Labeled Samples
2024/08/23 by Qi Fan, Fan, Qi, Yutong Li +9 · 2 citations
Psychology · #Emotion and Mood Recognition
- Rarity-Aware Discrete Diffusion with Spatially Consistent Decoding for Photo-Realistic Image Super-Resolution
2026/07/20 by Ao Li, Yapeng Du, Yi Xin +5
#cs.CV