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Jianfei Cai

  1. Recent advances in convolutional neural networks
    2017/10/13 by Jiuxiang Gu, Zhenhua Wang, Jason Kuen +8 · 56 citations
    Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
  2. Recent Advances in Convolutional Neural Networks
    2015/12/22 by Jiuxiang Gu, Zhenhua Wang, Gu, Jiuxiang +21 · 27 citations
    Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
  3. When Gaussian Process Meets Big Data: A Review of Scalable GPs
    2018/07/03 by Haitao Liu, Liu, Haitao, Yew-Soon Ong +5 · 27 citations
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Control Systems and Identification #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. Unifying Flow, Stereo and Depth Estimation
    2022/11/10 by Haofei Xu, Xu, Haofei, Jing Zhang +11 · 35 citations
    Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Enhancement Techniques
  5. MoVQ: Modulating Quantized Vectors for High-Fidelity Image Generation
    2022/09/19 by Chuanxia Zheng, Zheng, Chuanxia, Long Vuong +5 · 21 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  6. Mutual Consistency Learning for Semi-supervised Medical Image Segmentation
    2021/09/21 by Yicheng Wu, Wu, Yicheng, Zongyuan Ge +11 · 14 citations
    Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
  7. GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI
    2024/08/06 by Pengcheng Chen, Ye Jin, Chen, Pengcheng +33 · 27 citations
    Computer Science · Health Professions · Medicine · #Artificial Intelligence in Healthcare #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning in Healthcare #electronic engineering #information engineering
  8. 3D Hand Shape and Pose Estimation from a Single RGB Image
    2019/03/03 by Liuhao Ge, Ge, Liuhao, Zhou Ren +11 · 9 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition
  9. Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation
    2022/03/02 by Yicheng Wu, Zhonghua Wu, Wu, Yicheng +7 · 11 citations
    Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Medical Imaging and Analysis #COVID-19 diagnosis using AI
  10. MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views
    2024/11/07 by Yuedong Chen, Chuanxia Zheng, Chen, Yuedong +11 · 26 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  11. DrVideo: Document Retrieval Based Long Video Understanding
    2024/06/18 by Ziyu Ma, Ma, Ziyu, Chenhui Gou +11 · 19 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Video Analysis and Summarization
  12. Causal Attention for Vision-Language Tasks
    2021/03/05 by Xu Yang, Hanwang Zhang, Yang, Xu +5 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  13. Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning
    2023/03/15 by Haoyu He, He, Haoyu, Jianfei Cai +7 · 11 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG)
  14. Auto-Encoding Scene Graphs for Image Captioning
    2018/12/06 by Xu Yang, Kaihua Tang, Yang, Xu +5 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  15. Less is More: Pay Less Attention in Vision Transformers
    2021/05/29 by Zizheng Pan, Pan, Zizheng, Bohan Zhuang +7 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Neural Networks and Applications #Domain Adaptation and Few-Shot Learning
  16. Pruning Self-attentions into Convolutional Layers in Single Path
    2021/11/23 by Haoyu He, Jianfei Cai, He, Haoyu +11 · 6 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG)
  17. Visiting the Invisible: Layer-by-Layer Completed Scene Decomposition
    2021/04/12 by Chuanxia Zheng, Duy-Son Dao, Zheng, Chuanxia +7 · 5 citations
    Computer Science · #Advanced Vision and Imaging #Image Enhancement Techniques #Advanced Image Processing Techniques
  18. Exploit Bounding Box Annotations for Multi-label Object Recognition
    2015/04/22 by Hao Yang, Yang, Hao, Joey Tianyi Zhou +9 · 4 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Remote-Sensing Image Classification
  19. Stitchable Neural Networks
    2023/02/13 by Zizheng Pan, Jianfei Cai, Pan, Zizheng +3 · 6 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Human Pose and Action Recognition
  20. HAC++: Towards 100X Compression of 3D Gaussian Splatting
    2025/01/21 by Yihang Chen, Chen, Yihang, Qianyi Wu +7 · 13 citations
    Medicine · Engineering · Computer Science · #Medical Imaging Techniques and Applications #Industrial Vision Systems and Defect Detection #Advanced Data Storage Technologies
  21. DifFUSER: Diffusion Model for Robust Multi-Sensor Fusion in 3D Object Detection and BEV Segmentation
    2024/04/06 by Duy-Tho Le, Hengcan Shi, Le, Duy-Tho +5 · 8 citations
    Engineering · #Industrial Vision Systems and Defect Detection
  22. ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing
    2022/09/30 by Daxuan Ren, Jianmin Zheng, Ren, Daxuan +7 · 5 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Processing and 3D Reconstruction #Manufacturing Process and Optimization
  23. ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues
    2022/01/18 by Hengcan Shi, Shi, Hengcan, Munawar Hayat +5 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  24. Unpaired Image Captioning by Language Pivoting
    2018/03/14 by Jiuxiang Gu, Gu, Jiuxiang, Shafiq Joty +5 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  25. 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
  26. Stack-Captioning: Coarse-to-Fine Learning for Image Captioning
    2017/09/11 by Jiuxiang Gu, Gu, Jiuxiang, Jianfei Cai +5 · 3 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
  27. ObjectSDF++: Improved Object-Compositional Neural Implicit Surfaces
    2023/08/15 by Qianyi Wu, Kaisiyuan Wang, Wu, Qianyi +7 · 4 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  28. T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching
    2024/02/21 by Zizheng Pan, Bohan Zhuang, Pan, Zizheng +13 · 4 citations
    Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods
  29. Explicit Correspondence Matching for Generalizable Neural Radiance Fields
    2023/04/24 by Yuedong Chen, Chen, Yuedong, Haofei Xu +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. Bridging Global Context Interactions for High-Fidelity Image Completion
    2021/04/02 by Chuanxia Zheng, Tat‐Jen Cham, Zheng, Chuanxia +5 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
  31. High-Resolution Optical Flow from 1D Attention and Correlation
    2021/04/28 by Haofei Xu, Jiaolong Yang, Xu, Haofei +7 · 2 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Processing Techniques and Applications
  32. Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models
    2017/11/17 by Jiuxiang Gu, Gu, Jiuxiang, Jianfei Cai +7 · 2 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
  33. Sharpness-aware Quantization for Deep Neural Networks
    2021/11/24 by Jing Liu, Liu, Jing, Jianfei Cai +3 · 2 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 #Machine Learning (cs.LG)
  34. Drive-1-to-3: Enriching Diffusion Priors for Novel View Synthesis of Real Vehicles
    2024/12/19 by Chuang Lin, Lin, Chuang, Bingbing Zhuang +9 · 4 citations
    Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization #Real-time simulation and control systems
  35. Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation
    2018/03/07 by Tianyi Zhang, Zhang, Tianyi, Guosheng Lin +9 · 1 citation
    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
  36. T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks
    2018/08/04 by Chuanxia Zheng, Tat‐Jen Cham, Zheng, Chuanxia +3 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  37. Taming Stable Diffusion for Text to 360° Panorama Image Generation
    2024/04/11 by Cheng Zhang, Zhang, Cheng, Qianyi Wu +11 · 2 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques
  38. Generative Region-Language Pretraining for Open-Ended Object Detection
    2024/03/15 by Chuang Lin, Yi Jiang, Lin, Chuang +7 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  39. Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation
    2020/06/13 by Tao He, Lianli Gao, He, Tao +7 · 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 #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #electronic engineering #information engineering
  40. End-to-end One-shot Human Parsing
    2021/05/04 by Haoyu He, He, Haoyu, Bohan Zhuang +7 · 1 citation
    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
  41. Learning Meta-class Memory for Few-Shot Semantic Segmentation
    2021/08/06 by Zhonghua Wu, Wu, Zhonghua, Xiangxi Shi +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
  42. Semantic Compositional Learning for Low-shot Scene Graph Generation
    2021/08/19 by Tao He, He, Tao, Lianli Gao +7 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  43. PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction
    2024/06/09 by Shangyu Chen, Zizheng Pan, Chen, Shangyu +5 · 2 citations
    Computer Science · #Image Retrieval and Classification Techniques #AI in cancer detection #Video Analysis and Summarization
  44. Unpaired Referring Expression Grounding via Bidirectional Cross-Modal Matching
    2022/01/18 by Hengcan Shi, Shi, Hengcan, Munawar Hayat +3 · 1 citation
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
  45. How Well Can Vision Language Models See Image Details?
    2024/08/07 by Chenhui Gou, Abdulwahab Felemban, Gou, Chenhui +11 · 2 citations
    Psychology · #Categorization, perception, and language #Language, Metaphor, and Cognition
  46. FocusFormer: Focusing on What We Need via Architecture Sampler
    2022/08/23 by Jing Liu, Liu, Jing, Jianfei Cai +3 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Advanced Memory and Neural Computing
  47. Unified Open-Vocabulary Dense Visual Prediction
    2023/07/17 by Hengcan Shi, Munawar Hayat, Shi, Hengcan +3 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  48. McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis
    2024/09/01 by Sanuwani Dayarathna, Dayarathna, Sanuwani, Kh Tohidul Islam +11 · 1 citation
    Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis
    2024/10/27 by Hongyu Sun, Sun, Hongyu, Qiuhong Ke +11 · 1 citation
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  50. Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering
    2024/10/27 by Teng Wei, Wei, Meng, Qianyi Wu +7 · 1 citation
    Computer Science · #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging
  51. Sample-Efficient Learning from Agent Experience
    2026/07/23 by Chenhui Gou, Haoqin Tu, Yunhao Fang +2
    #cs.CL
  52. MAGiSt3R: Multi-Agent Feed-forward 3D Reconstruction from Monocular RGB Videos
    2026/07/16 by Ziren Gong, Xiaohan Li, Fabio Tosi +4
    #cs.CV
  53. Explainable Deepfake Detection Challenge
    2026/07/23 by Abhijeet Narang, Kartik Kuckreja, Shreya Ghosh +4
    #cs.CV