Yujia Xie

1. DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
   2023/09/07 by Yung-Sung Chuang, Yujia Xie, Chuang, Yung-Sung +9 · 3 voices · 67 citations
   Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
2. Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback
   2023/02/24 by Baolin Peng, Michel Galley, Peng, Baolin +21 · 2 voices · 23 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
3. Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models
   2023/11/27 by Munan Ning, Bin Zhu, Ning, Munan +13 · 16 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
4. REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering
   2022/06/02 by Yuanze Lin, Lin, Yuanze, Yujia Xie +9 · 9 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
5. OmniVL:One Foundation Model for Image-Language and Video-Language Tasks
   2022/09/15 by Junke Wang, Dongdong Chen, Wang, Junke +17 · 7 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 #Multimodal Machine Learning Applications
6. Look Before You Match: Instance Understanding Matters in Video Object Segmentation
   2022/12/13 by Junke Wang, Wang, Junke, Dongdong Chen +17 · 3 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
7. On Scalable and Efficient Computation of Large Scale Optimal Transport
   2019/05/01 by Yujia Xie, Minshuo Chen, Xie, Yujia +7 · 2 citations
   Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Stochastic Gradient Optimization Techniques
8. Self-Augmented Preference Optimization: Off-Policy Paradigms for Language Model Alignment
   2024/05/31 by Yueqin Yin, Yin, Yueqin, Zhendong Wang +7 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems
9. i-Code: An Integrative and Composable Multimodal Learning Framework
   2022/05/03 by Ziyi Yang, Yuwei Fang, Yang, Ziyi +37 · 1 citation
   Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Subtitles and Audiovisual Media
10. Album Storytelling with Iterative Story-aware Captioning and Large Language Models
    2023/05/22 by Munan Ning, Yujia Xie, Ning, Munan +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #Video Analysis and Summarization