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Hu, Xiaolin

  1. Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection
    2020/06/08 by Li Xiang, Li, Xiang, Wenhai Wang +14 · 27 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  2. Selective Kernel Networks
    2019/03/15 by Li, Xiang, Wang, Wenhai, Hu, Xiaolin +1 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. SAFDNet: A Simple and Effective Network for Fully Sparse 3D Object Detection
    2024/03/09 by Gang Zhang, Junnan Chen, Zhang, Gang +9 · 12 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 #Video Surveillance and Tracking Methods
  4. Adversarial Texture for Fooling Person Detectors in the Physical World
    2022/03/07 by Zhanhao Hu, Hu, Zhanhao, Siyuan Huang +9 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  5. HEDNet: A Hierarchical Encoder-Decoder Network for 3D Object Detection in Point Clouds
    2023/10/31 by Zhang, Gang, Chen, Junnan, Gao, Guohuan +2 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. 6D Object Pose Regression via Supervised Learning on Point Clouds
    2020/01/24 by Ge Gao, Mikko Lauri, Gao, Ge +9 · 5 citations
    Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics and Sensor-Based Localization
  7. Boosting Adversarial Attacks with Momentum
    2017/10/17 by Dong, Yinpeng, Liao, Fangzhou, Pang, Tianyu +4 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  8. Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling
    2023/07/04 by Zhanhao Hu, Wenda Chu, Hu, Zhanhao +9 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Video Surveillance and Tracking Methods
  9. A Hierarchical Recurrent Neural Network for Symbolic Melody Generation
    2017/12/14 by Jian Wu, Wu, Jian, Changran Hu +7 · 4 citations
    Computer Science · Neuroscience · #Music and Audio Processing #Music Technology and Sound Studies #Neuroscience and Music Perception
  10. CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics
    2024/06/20 by Gao, Jiawei, Wang, Ziqin, Xiao, Zeqi +7 · 9 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)
  11. SPMamba: State-space model is all you need in speech separation
    2024/04/02 by Li, Kai, Chen, Guo, Yang, Runxuan +1 · 8 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  12. Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation
    2021/04/12 by Tang, Chufeng, Chen, Hang, Li, Xiao +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks
    2019/05/23 by Li, Xiang, Hu, Xiaolin, Yang, Jian · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation
    2023/08/16 by Kai Li, Runxuan Yang, Li, Kai +3 · 6 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  15. Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning
    2020/06/20 by Zhang, Tianren, Guo, Shangqi, Tan, Tian +2 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  16. An efficient encoder-decoder architecture with top-down attention for speech separation
    2022/09/30 by Kai Li, Runxuan Yang, Li, Kai +3 · 5 citations
    Computer Science · #Speech and Audio Processing #Speech Recognition and Synthesis #Music and Audio Processing
  17. An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits
    2022/12/21 by Kai Li, Fenghua Xie, Li, Kai +7 · 5 citations
    Computer Science · Engineering · Neuroscience · #Advanced Adaptive Filtering Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hearing Loss and Rehabilitation #Sound (cs.SD) #Speech and Audio Processing
  18. Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection
    2020/11/25 by Li Xiang, Wenhai Wang, Li, Xiang +9 · 3 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  19. Language-Driven Anchors for Zero-Shot Adversarial Robustness
    2023/01/30 by Li, Xiao, Zhang, Wei, Liu, Yining +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. RSG: A Simple but Effective Module for Learning Imbalanced Datasets
    2021/06/18 by Jianfeng Wang, Wang, Jianfeng, Thomas Lukasiewicz +7 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Imbalanced Data Classification Techniques
  21. Faster-GCG: Efficient Discrete Optimization Jailbreak Attacks against Aligned Large Language Models
    2024/10/20 by Xiao Li, Zhang, Wei, Li, Xiao +12 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  22. Dynamic Multi-path Neural Network
    2019/02/28 by Su, Yingcheng, Zhou, Shunfeng, Wu, Yichao +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network
    2021/12/04 by Hu, Xiaolin, Li, Kai, Zhang, Weiyi +3 · 3 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  24. Pruning from Scratch
    2019/09/27 by Wang, Yulong, Zhang, Xiaolu, Xie, Lingxi +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. Bridging the Sim-to-Real Gap from the Information Bottleneck Perspective
    2023/05/29 by Haoran He, He, Haoran, Wu, Peilin +10 · 3 citations
    Computer Science · #Reinforcement Learning in Robotics
  26. Fooling thermal infrared pedestrian detectors in real world using small bulbs
    2021/01/20 by Zhu, Xiaopei, Li, Xiao, Li, Jianmin +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. CloudAAE: Learning 6D Object Pose Regression with On-line Data Synthesis on Point Clouds
    2021/03/02 by Gao, Ge, Lauri, Mikko, Hu, Xiaolin +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features
    2021/04/17 by Zhang, Gang, Lu, Xin, Tan, Jingru +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Adjacency constraint for efficient hierarchical reinforcement learning
    2021/10/30 by Zhang, Tianren, Guo, Shangqi, Tan, Tian +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. Infrared Invisible Clothing:Hiding from Infrared Detectors at Multiple Angles in Real World
    2022/05/12 by Zhu, Xiaopei, Hu, Zhanhao, Huang, Siyuan +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. TIGER: Time-frequency Interleaved Gain Extraction and Reconstruction for Efficient Speech Separation
    2024/10/02 by Mohan Xu, Xu, Mohan, Kai Li +5 · 5 citations
    Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  32. Put the Space of LoRA Initialization to the Extreme to Preserve Pre-trained Knowledge
    2025/03/04 by Tang, Pengwei, Hu, Xiaolin, Yongxin Liu +8 · 5 citations
    Computer Science · #Speech Recognition and Synthesis #Topic Modeling
  33. Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization
    2024/10/03 by Xin Yao, Yao, Xinhao, Qian, Hongjin +7 · 3 citations
    Computer Science · Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural dynamics and brain function
  34. Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization
    2019/10/10 by Tang, Chufeng, Sheng, Lu, Zhang, Zhaoxiang +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Frame Difference-Based Temporal Loss for Video Stylization
    2021/02/11 by Xu, Jianjin, Xiong, Zheyang, Hu, Xiaolin · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios
    2024/10/02 by Kai Li, Li, Kai, Chang Zeng +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  37. Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model
    2023/05/31 by Martel, Héctor, Richter, Julius, Li, Kai +2 · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  38. ADBM: Adversarial diffusion bridge model for reliable adversarial purification
    2024/08/01 by Li, Xiao, Sun, Wenxuan, Chen, Huanran +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models
    2025/05/22 by Li, Kai, Shen, Can, Liu, Yile +31 · 5 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  40. Active Pointly-Supervised Instance Segmentation
    2022/07/23 by Chufeng Tang, Lingxi Xie, Tang, Chufeng +9 · 1 citation
    Computer Science · #Image Retrieval and Classification Techniques #Machine Learning and Data Classification #Image Processing and 3D Reconstruction
  41. On the Privacy Effect of Data Enhancement via the Lens of Memorization
    2022/08/17 by Xiao Li, Li, Xiao, Qiongxiu Li +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  42. NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation
    2023/08/05 by Wang, Jianfeng, Massiceti, Daniela, Hu, Xiaolin +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  43. Infrared Adversarial Car Stickers
    2024/05/16 by Zhu, Xiaopei, Liu, Yuqiu, Hu, Zhanhao +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. Advances in Speech Separation: Techniques, Challenges, and Future Trends
    2025/08/14 by Li, Kai, Chen, Guo, Sang, Wendi +8 · 3 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  45. StepProof: Step-by-step verification of natural language mathematical proofs
    2025/06/12 by Xiaolin Hu, Hu, Xiaolin, Qinghua Zhou +5 · 3 citations
    Computer Science · #Logic, programming, and type systems #Mathematics, Computing, and Information Processing #Formal Methods in Verification
  46. Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective
    2024/06/06 by Xinhao Yao, Xiaolin Hu, Yao, Xinhao +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
  47. Full-ECE: A Metric For Token-level Calibration on Large Language Models
    2024/06/17 by Han Liu, Yupeng Zhang, Liu, Han +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  48. PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition
    2024/07/15 by Xiao Li, Yining Liu, Li, Xiao +7 · 1 citation
    Computer Science · #Image Processing and 3D Reconstruction #Neural Networks and Applications
  49. RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech Separation
    2023/09/29 by Pegg, Samuel, Li, Kai, Hu, Xiaolin · 2 citations
    #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  50. PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning
    2024/09/25 by Qibin Wang, Xiaolin Hu, Wang, Qibin +9 · 1 citation
    Computer Science · Engineering · Materials Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Magnetic Properties and Applications #Metallurgy and Material Forming
  51. Efficient Audio-Visual Speech Separation with Discrete Lip Semantics and Multi-Scale Global-Local Attention
    2025/09/28 by Li, Kai, Gao, Kejun, Hu, Xiaolin · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Sound (cs.SD)
  52. PBCAT: Patch-based composite adversarial training against physically realizable attacks on object detection
    2025/06/30 by Li, Xiao, Zhu, Yiming, Huang, Yifan +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  53. LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models
    2025/03/27 by Zhao, Hengyuan, Wang, Ziqin, Sun, Qixin +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  54. Towards Auto-Regressive Next-Token Prediction: In-Context Learning Emerges from Generalization
    2025/02/24 by Zixuan Gong, Gong, Zixuan, Huayi Tang +4 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Healthcare