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Liu, Yifan

  1. Segment Anything in High Quality
    2023/06/02 by Ke Lei, Mingqiao Ye, Ke, Lei +11 · 44 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  2. U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
    2024/06/05 by Chenxin Li, Li, Chenxin, Xinyu Liu +10 · 35 citations
    Neuroscience · #Brain Tumor Detection and Classification #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
  3. ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation
    2022/12/07 by Zhou, Ziqin, Zhang, Bowen, Lei, Yinjie +2 · 20 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Channel-wise Knowledge Distillation for Dense Prediction
    2020/11/26 by Shu, Changyong, Liu, Yifan, Gao, Jianfei +2 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Structured Knowledge Distillation for Dense Prediction
    2019/03/11 by Yifan Liu, Liu, Yifan, Changyong Shun +5 · 14 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  6. Inter-X: Towards Versatile Human-Human Interaction Analysis
    2023/12/26 by Liang Xu, Xu, Liang, Xintao Lv +23 · 26 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Motion and Animation #Human Pose and Action Recognition
  7. SegViT: Semantic Segmentation with Plain Vision Transformers
    2022/10/12 by Bowen Zhang, Zhang, Bowen, Zhi Tian +11 · 19 citations
    Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  8. Photonic chip-based low noise microwave oscillator
    2023/07/18 by Igor Kudelin, Kudelin, Igor, William Groman +54 · 23 citations
    Physics and Astronomy · Engineering · #Advanced Fiber Laser Technologies #Photonic and Optical Devices #Advanced Photonic Communication Systems
  9. Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation
    2023/08/02 by Quan Tang, Bowen Zhang, Tang, Quan +7 · 16 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 #Visual Attention and Saliency Detection
  10. GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning
    2023/11/21 by Jiaxi Lv, Lv, Jiaxi, Yi Huang +15 · 13 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Multimodal Machine Learning Applications
  11. AlignRec: Aligning and Training in Multimodal Recommendations
    2024/03/19 by Yifan Liu, Liu, Yifan, Kangning Zhang +15 · 14 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Speech and dialogue systems
  12. Enforcing geometric constraints of virtual normal for depth prediction
    2019/07/29 by Wei Yin, Yin, Wei, Yifan Liu +5 · 7 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Robotics and Sensor-Based Localization
  13. EndoGaussian: Real-time Gaussian Splatting for Dynamic Endoscopic Scene Reconstruction
    2024/01/23 by Yifan Liu, Liu, Yifan, Chenxin Li +5 · 11 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data
    2020/02/03 by Wei Yin, Xinlong Wang, Yin, Wei +13 · 7 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Optical measurement and interference techniques #Image Processing Techniques and Applications
  15. Controllable Shadow Generation Using Pixel Height Maps
    2022/07/12 by Yichen Sheng, Yifan Liu, Sheng, Yichen +15 · 6 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging #3D Shape Modeling and Analysis
  16. CTVIS: Consistent Training for Online Video Instance Segmentation
    2023/07/24 by Kaining Ying, Qing Zhong, Ying, Kaining +17 · 8 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis
  17. HIMO: A New Benchmark for Full-Body Human Interacting with Multiple Objects
    2024/07/17 by Xintao Lv, Liang Xu, Lv, Xintao +19 · 10 citations
    Psychology · Computer Science · #Human-Automation Interaction and Safety #Context-Aware Activity Recognition Systems #Innovative Human-Technology Interaction
  18. Driving with Regulation: Trustworthy and Interpretable Decision-Making for Autonomous Driving with Retrieval-Augmented Reasoning
    2024/10/07 by Cai, Tianhui, Liu, Yifan, Zhou, Zewei +6 · 9 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  19. BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation
    2023/06/13 by Liu, Liyang, Wang, Zihan, Phan, Minh Hieu +3 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation
    2021/07/30 by Zhang, Bowen, Liu, Yifan, Tian, Zhi +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Endora: Video Generation Models as Endoscopy Simulators
    2024/03/17 by Li, Chenxin, Liu, Hengyu, Liu, Yifan +6 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments
    2024/06/14 by Yue, Zhenrui, Zeng, Huimin, Shang, Lanyu +3 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers
    2023/06/09 by Zhang, Bowen, Liu, Liyang, Phan, Minh Hieu +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Efficient Semantic Video Segmentation with Per-frame Inference
    2020/02/26 by Liu, Yifan, Shen, Chunhua, Yu, Changqian +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. SegPrompt: Boosting Open-world Segmentation via Category-level Prompt Learning
    2023/08/12 by Muzhi Zhu, Zhu, Muzhi, Hengtao Li +13 · 4 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 #Medical Image Segmentation Techniques
  26. LLaVA-UHD v2: an MLLM Integrating High-Resolution Semantic Pyramid via Hierarchical Window Transformer
    2024/12/18 by Zhang, Yipeng, Liu, Yifan, Guo, Zonghao +10 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. LLMs for User Interest Exploration in Large-scale Recommendation Systems
    2024/05/25 by Wang, Jianling, Lu, Haokai, Liu, Yifan +9 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  28. 3DPPE: 3D Point Positional Encoding for Multi-Camera 3D Object Detection Transformers
    2022/11/27 by Changyong Shu, Shu, Changyong, Deng, JIajun +4 · 3 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  29. BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset
    2023/08/22 by Biao Wu, Wu, Biao, Yutong Xie +15 · 3 citations
    Medicine · Neuroscience · #Intracerebral and Subarachnoid Hemorrhage Research #Neurosurgical Procedures and Complications #Brain Tumor Detection and Classification
  30. A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation
    2021/04/15 by Yuan, Jianlong, Liu, Yifan, Shen, Chunhua +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. Ultrastable vacuum-gap Fabry-Pérot cavities operated in air
    2024/06/19 by Yifan Liu, Naijun Jin, Liu, Yifan +21 · 4 citations
    Physics and Astronomy · Engineering · #Gyrotron and Vacuum Electronics Research #Photonic and Optical Devices
  32. Towards Accurate Reconstruction of 3D Scene Shape from A Single Monocular Image
    2022/08/28 by Wei Yin, Jianming Zhang, Yin, Wei +10 · 2 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Optical measurement and interference techniques
  33. The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge
    2023/01/09 by Li, Xiangyu, Luo, Gongning, Wang, Kuanquan +31 · 2 citations
    #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
  34. Deep Activity Model: A Generative Approach for Human Mobility Pattern Synthesis
    2024/05/24 by Liao, Xishun, Jiang, Qinhua, He, Brian Yueshuai +3 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction
    2024/06/23 by Hengyu Liu, Yifan Liu, Liu, Hengyu +7 · 4 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
  36. Harnessing micro-Fabry-Perot reference cavities in photonic integrated circuits
    2024/10/01 by Haotian Cheng, Cheng, Haotian, Chao Xiang +27 · 4 citations
    Engineering · #Photonic and Optical Devices #Semiconductor Lasers and Optical Devices #Advanced Fiber Optic Sensors
  37. WorldMirror: Universal 3D World Reconstruction with Any-Prior Prompting
    2025/10/12 by Liu, Yifan, Min, Zhiyuan, Wang, Zhenwei +5 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. ICGNet: A Unified Approach for Instance-Centric Grasping
    2024/01/18 by René Zurbrügg, Zurbrügg, René, Yifan Liu +11 · 2 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Hand Gesture Recognition Systems #Multimodal Machine Learning Applications
  39. MobileFAN: Transferring Deep Hidden Representation for Face Alignment
    2019/08/11 by Zhao, Yang, Liu, Yifan, Shen, Chunhua +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models
    2023/09/05 by Fu, Lingyue, Chai, Huacan, Luo, Shuang +13 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. Semantic Trajectory Data Mining with LLM-Informed POI Classification
    2024/05/20 by Liu, Yifan, Kuai, Chenchen, Ma, Haoxuan +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  42. Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification
    2023/06/04 by Jintao Rong, Hao Chen, Rong, Jintao +9 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  43. EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting
    2024/07/01 by Li, Chenxin, Feng, Brandon Y., Liu, Yifan +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. Elevation Angle-Dependent 3D Trajectory Design for Aerial RIS-aided Communication
    2021/08/23 by Liu, Yifan, Duo, Bin, Wu, Qingqing +3 · 1 citation
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  45. When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels
    2024/09/03 by Liu, Yifan, Li, Wuyang, Wang, Cheng +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  46. Elaborative Subtopic Query Reformulation for Broad and Indirect Queries in Travel Destination Recommendation
    2024/10/02 by Wen, Qianfeng, Liu, Yifan, Zhang, Joshua +4 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  47. MotionBank: A Large-scale Video Motion Benchmark with Disentangled Rule-based Annotations
    2024/10/17 by Liang Xu, Xu, Liang, Shaoyang Hua +15 · 3 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 #Video Analysis and Summarization
  48. Learning Universal Human Mobility Patterns with a Foundation Model for Cross-domain Data Fusion
    2025/03/20 by Ma, Haoxuan, Liao, Xishun, Liu, Yifan +4 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  49. User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems
    2025/04/07 by Wang, Jianling, Liu, Yifan, Sun, Yinghao +11 · 4 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  50. X-GGM: Graph Generative Modeling for Out-of-Distribution Generalization in Visual Question Answering
    2021/07/24 by Jiang, Jingjing, Liu, Ziyi, Liu, Yifan +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  51. Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction
    2023/03/09 by Chu, Caiyuan, Li, Ya, Liu, Yifan +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  52. Modality Interactive Mixture-of-Experts for Fake News Detection
    2025/01/21 by Yifan Liu, Liu, Yifan, Yaokun Liu +9 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.4 #Machine Learning (cs.LG) #Misinformation and Its Impacts #Spam and Phishing Detection #Topic Modeling
  53. Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving
    2023/09/08 by Huang, Thomas E., Liu, Yifan, Van Gool, Luc +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  54. Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models
    2024/02/08 by Feihu Jin, Yifan Liu, Jin, Feihu +3 · 1 citation
    Computer Science · #Semantic Web and Ontologies #Topic Modeling
  55. The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report
    2025/04/14 by Bin Ren, Ren, Bin, Hang Guo +235 · 4 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
  56. MonoSplat: Generalizable 3D Gaussian Splatting from Monocular Depth Foundation Models
    2025/05/21 by Yifan Liu, Liu, Yifan, Weihao Yu +8 · 3 citations
    Computer Science · Earth and Planetary Sciences · Environmental Science · #3D Surveying and Cultural Heritage #Computational Geometry and Mesh Generation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  57. Enabling a multifunctional telecommunications fiber optic network: Ultrastable optical frequency transfer and attosecond timing in deployed multicore fiber
    2024/10/17 by Nazanin Hoghooghi, Hoghooghi, Nazanin, Mikael Mazur +23 · 1 citation
    Engineering · #Advanced Photonic Communication Systems #FOS: Physical sciences #Optical Network Technologies #Optics (physics.optics) #Semiconductor Lasers and Optical Devices
  58. Learning Decomposed Contextual Token Representations from Pretrained and Collaborative Signals for Generative Recommendation
    2025/08/22 by Liu, Yifan, Liu, Yaokun, Li, Zelin +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #cs.IR
  59. Photonic Millimeter-wave Generation Beyond the Cavity Thermal Limit
    2024/05/06 by William Groman, Igor Kudelin, Groman, William +25 · 1 citation
    Engineering · Physics and Astronomy · #Applied Physics (physics.app-ph) #FOS: Physical sciences #Gyrotron and Vacuum Electronics Research #Optics (physics.optics) #Photonic Crystals and Applications #Photonic and Optical Devices
  60. ConcealGS: Concealing Invisible Copyright Information in 3D Gaussian Splatting
    2025/01/07 by Yang, Yifeng, Liu, Hengyu, Li, Chenxin +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #electronic engineering #information engineering
  61. A Joint Prediction Method of Multi-Agent to Reduce Collision Rate
    2024/11/12 by Mingyi Wang, Wang, Mingyi, Hongqun Zou +7 · 1 citation
    Engineering · #Traffic Prediction and Management Techniques #Autonomous Vehicle Technology and Safety
  62. Dual-Schedule Inversion: Training- and Tuning-Free Inversion for Real Image Editing
    2024/12/15 by Jiancheng Huang, Huang, Jiancheng, Yi Huang +9 · 1 citation
    Computer Science · #Medical Image Segmentation Techniques #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques
  63. Leveraging Contrast Information for Efficient Document Shadow Removal
    2025/04/01 by Liu, Yifan, Huang, Jiancheng, Liu, Na +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  64. X-GRM: Large Gaussian Reconstruction Model for Sparse-view X-rays to Computed Tomography
    2025/05/21 by Yifan Liu, Liu, Yifan, W.S. Li +11 · 2 citations
    Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
  65. Intertwined Biases Across Social Media Spheres: Unpacking Correlations in Media Bias Dimensions
    2024/08/27 by Yifan Liu, Liu, Yifan, Yike Li +3 · 1 citation
    Social Sciences · Physics and Astronomy · #Media Influence and Politics #Misinformation and Its Impacts #Opinion Dynamics and Social Influence