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Yang, Yibo

  1. Towards Open Vocabulary Learning: A Survey
    2023/06/28 by Wu, Jianzong, Li, Xiangtai, Xu, Shilin +9 · 22 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning
    2023/02/06 by Yang, Yibo, Yuan, Haobo, Li, Xiangtai +3 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model
    2023/09/02 by Fengxiang Bie, Bie, Fengxiang, Yibo Yang +23 · 14 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  4. 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
  5. 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
  6. Joint Sub-bands Learning with Clique Structures for Wavelet Domain Super-Resolution
    2018/09/12 by Zhong, Zhisheng, Shen, Tiancheng, Yang, Yibo +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums
    2021/10/14 by Conghao Wong, Beihao Xia, Wong, Conghao +9 · 4 citations
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Anomaly Detection Techniques and Applications #Time Series Analysis and Forecasting
  8. 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
  9. 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
  10. Eliminating Gradient Conflict in Reference-based Line-Art Colorization
    2022/07/13 by Li, Zekun, Geng, Zhengyang, Kang, Zhao +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Computationally-Efficient Neural Image Compression with Shallow Decoders
    2023/04/13 by Yang, Yibo, Mandt, Stephan · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  12. Bayesian differential programming for robust systems identification under uncertainty
    2020/04/15 by Yang, Yibo, Bhouri, Mohamed Aziz, Perdikaris, Paris · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  13. An Introduction to Neural Data Compression
    2022/02/14 by Yang, Yibo, Mandt, Stephan, Theis, Lucas · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Information Theory (cs.IT) #Machine Learning (cs.LG) #electronic engineering #information engineering
  14. CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning
    2024/06/07 by Yang, Yibo, Li, Xiaojie, Zhou, Zhongzhu +4 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Unpolarized Transverse-Momentum-Dependent Parton Distributions of the Nucleon from Lattice QCD
    2022/11/04 by Jin-Chen He, Lattice Parton Collaboration, He, Jin-Chen +17 · 2 citations
    Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
  16. DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction
    2023/01/09 by Xu, Yangyang, Yang, Yibo, Zhang, Lefei · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. ShadowNet for Data-Centric Quantum System Learning
    2023/08/22 by Du, Yuxuan, Yang, Yibo, Liu, Tongliang +3 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
  18. Calculation of heavy meson light-cone distribution amplitudes from lattice QCD
    2024/10/24 by Xue-Ying Han, Han, Xue-Ying, Hua, Jun +20 · 4 citations
    Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
  19. Towards Demystifying the Generalization Behaviors When Neural Collapse Emerges
    2023/10/12 by Peifeng Gao, Gao, Peifeng, Qianqian Xu +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications
  20. Conditional deep surrogate models for stochastic, high-dimensional, and multi-fidelity systems
    2019/01/15 by Yang, Yibo, Perdikaris, Paris · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  21. 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
  22. RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
    2024/01/18 by Xu, Shilin, Yuan, Haobo, Shi, Qingyu +9 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Improving Video Instance Segmentation via Temporal Pyramid Routing
    2021/07/28 by Xiangtai Li, Hao He, Li, Xiangtai +11 · 1 citation
    Computer Science · #Video Analysis and Summarization #Visual Attention and Saliency Detection #Advanced Image and Video Retrieval Techniques
  24. 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
  25. Towards Theoretically Inspired Neural Initialization Optimization
    2022/10/12 by Yang, Yibo, Wang, Hong, Yuan, Haobo +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation
    2023/01/03 by Li, Xiangtai, Xu, Shilin, Yang, Yibo +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation
    2024/06/07 by Yang, Yibo, Li, Xiaojie, Alfarra, Motasem +4 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  28. 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
  29. 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
  30. Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants
    2023/08/03 by Yibo Yang, Haobo Yuan, Yang, Yibo +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
  31. 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
  32. Estimating the Rate-Distortion Function by Wasserstein Gradient Descent
    2023/10/29 by Yang, Yibo, Eckstein, Stephan, Nutz, Marcel +1 · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  33. MCPVerse: An Expansive, Real-World Benchmark for Agentic Tool Use
    2025/08/22 by Lei, Fei, Yang, Yibo, Sun, Wenxiu +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. Inference Compute-Optimal Video Vision Language Models
    2025/05/24 by Peiqi Wang, Shengyun Peng, Wang, Peiqi +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
  35. 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)
  36. 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
  37. Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs
    2025/03/26 by Wang, Zitian, Liao, Yue, Rong, Kang +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization
    2024/12/24 by Liu, Sihao, Yang, Yibo, Li, Xiaojie +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence
    2025/06/16 by Yibo Yang, Sihao Liu, Yang, Yibo +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