Liu, Yibing

1. Rethinking Attention-Model Explainability through Faithfulness Violation Test
   2022/01/28 by Liu, Yibing, Li, Haoliang, Guo, Yangyang +3 · 4 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization
   2023/06/05 by Liu, Yibing, Tian, Chris Xing, Li, Haoliang +2 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA
   2022/06/30 by Yangyang Guo, Liqiang Nie, Guo, Yangyang +9 · 2 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
4. Answer Questions with Right Image Regions: A Visual Attention Regularization Approach
   2021/02/03 by Yibing Liu, Liu, Yibing, Yangyang Guo +9 · 1 citation
   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
5. Distilling Knowledge from Pre-trained Language Models via Text Smoothing
   2020/05/08 by Xing Wu, Yibing Liu, Wu, Xing +5 · 1 citation
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
6. Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need
   2024/11/19 by Chen, Kecheng, Zhang, Pingping, Liu, Hui +6 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering