Yibo Yang

1. Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning
   2023/02/06 by Yibo Yang, Haobo Yuan, Yang, Yibo +9 · 12 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #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
2. RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model
   2023/09/02 by Fengxiang Bie, Yibo Yang, Bie, Fengxiang +23 · 14 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
3. Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?
   2022/03/17 by Yibo Yang, Shixiang Chen, Yang, Yibo +9 · 6 citations
   Computer Science · Engineering · #Imbalanced Data Classification Techniques #Infrastructure Maintenance and Monitoring #Domain Adaptation and Few-Shot Learning
4. Improving Inference for Neural Image Compression
   2020/06/07 by Yibo Yang, Yang, Yibo, Robert Bamler +3 · 4 citations
   Computer Science · Physics and Astronomy · #Advanced Image Processing Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #electronic engineering #information engineering
5. Physics-informed deep generative models
   2018/12/09 by Yibo Yang, Paris Perdikaris, Yang, Yibo +1 · 3 citations
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
6. Multi-Task Learning with Multi-Query Transformer for Dense Prediction
   2022/05/28 by Yangyang Xu, Xu, Yangyang, Xiangtai Li +6 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
7. Towards Demystifying the Generalization Behaviors When Neural Collapse Emerges
   2023/10/12 by Peifeng Gao, Qianqian Xu, Gao, Peifeng +13 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications
8. ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding
   2020/10/13 by Yibo Yang, Hongyang Li, Yang, Yibo +9 · 1 citation
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Sparse and Compressive Sensing Techniques
9. Understanding Imbalanced Semantic Segmentation Through Neural Collapse
   2023/01/03 by Zhisheng Zhong, Jiequan Cui, Zhong, Zhisheng +11 · 1 citation
   Computer Science · #Digital Imaging for Blood Diseases #Imbalanced Data Classification Techniques #Domain Adaptation and Few-Shot Learning
10. GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning
    2024/03/18 by Xiaojie Li, Yibo Yang, Li, Xiaojie +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Video Surveillance and Tracking Methods
11. DeGMix: Efficient Multi-Task Dense Prediction with Deformable and Gating Mixer
    2023/08/10 by Yangyang Xu, Xu, Yangyang, Yibo Yang +7 · 1 citation
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
12. Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants
    2023/08/03 by Yibo Yang, Yang, Yibo, Haobo Yuan +15 · 1 citation
    Computer Science · Medicine · #COVID-19 diagnosis using AI #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
13. SOGNet: Scene Overlap Graph Network for Panoptic Segmentation
    2019/11/18 by Yibo Yang, Hongyang Li, Yang, Yibo +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
14. Inference Compute-Optimal Video Vision Language Models
    2025/05/24 by Peiqi Wang, Wang, Peiqi, Shengyun Peng +13 · 2 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 #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
15. Progressive Compression with Universally Quantized Diffusion Models
    2024/12/14 by Yibo Yang, Justus C. Will, Yang, Yibo +3 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
16. Cognition Chain for Explainable Psychological Stress Detection on Social Media
    2024/12/18 by Xin Wang, Boyan Gao, Wang, Xin +11 · 1 citation
    Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Mental Health via Writing
17. Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence
    2025/06/16 by Yibo Yang, Yang, Yibo, Sihao Liu +12 · 3 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques