Zhu, Lanyun
- IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding
2024/02/28 by Lanyun Zhu, Deyi Ji, Zhu, Lanyun +9 · 23 citations
Neuroscience · Biochemistry, Genetics and Molecular Biology · Medicine · #Hallucinations in medical conditions #Fractal and DNA sequence analysis #Epilepsy research and treatment
- SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More
2024/08/08 by Tianrun Chen, Ankang Lu, Chen, Tianrun +17 · 24 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and More
2023/04/18 by Chen, Tianrun, Zhu, Lanyun, Ding, Chaotao +6 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- LLaFS: When Large Language Models Meet Few-Shot Segmentation
2023/11/28 by Lanyun Zhu, Tianrun Chen, Zhu, Lanyun +7 · 12 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation
2022/03/29 by Xiao Fu, Shangzhan Zhang, Fu, Xiao +13 · 7 citations
Environmental Science · Computer Science · #Remote Sensing and LiDAR Applications #Advanced Vision and Imaging #Advanced Neural Network Applications
- Learning Statistical Texture for Semantic Segmentation
2021/03/06 by Lanyun Zhu, Deyi Ji, Zhu, Lanyun +9 · 5 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 #Multimodal Machine Learning Applications
- xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart
2024/07/01 by Tianrun Chen, Chaotao Ding, Chen, Tianrun +13 · 1 voice · 3 citations
Computer Science · Engineering · 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) #cs.CV #eess.IV #electronic engineering #information engineering
- Continual Semantic Segmentation with Automatic Memory Sample Selection
2023/04/11 by Zhu, Lanyun, Chen, Tianrun, Yin, Jianxiong +2 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Hybrid Mamba for Few-Shot Segmentation
2024/09/29 by Xu, Qianxiong, Liu, Xuanyi, Zhu, Lanyun +4 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Img2CAD: Conditioned 3D CAD Model Generation from Single Image with Structured Visual Geometry
2024/10/04 by Chen, Tianrun, Yu, Chunan, Hu, Yuanqi +8 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation
2025/04/01 by Lanyun Zhu, Zhu, Lanyun, Tianrun Chen +13 · 10 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding
2024/11/13 by Deyi Ji, Ji, Deyi, Lanyun Zhu +11 · 5 citations
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Time Series Analysis and Forecasting
- RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner
2024/02/08 by Ying Zang, Chenglong Fu, Zang, Ying +13 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems
- Discrete Latent Perspective Learning for Segmentation and Detection
2024/06/15 by Deyi Ji, Feng Zhao, Ji, Deyi +9 · 4 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 #Image Retrieval and Classification Techniques
- View-Centric Multi-Object Tracking with Homographic Matching in Moving UAV
2024/03/16 by Deyi Ji, Ji, Deyi, Lanyun Zhu +15 · 3 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
- Learning Gabor Texture Features for Fine-Grained Recognition
2023/08/10 by Lanyun Zhu, Zhu, Lanyun, Tianrun Chen +7 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models
2024/05/29 by Tianrun Chen, Chunan Yu, Chen, Tianrun +17 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Handwritten Text Recognition Techniques
- Deep3DSketch+: Rapid 3D Modeling from Single Free-hand Sketches
2023/09/22 by Tianrun Chen, Chenglong Fu, Chen, Tianrun +11 · 1 citation
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
- Deep3DSketch: 3D modeling from Free-hand Sketches with View- and Structural-Aware Adversarial Training
2023/12/07 by Tianrun Chen, Chen, Tianrun, Chenglong Fu +11 · 1 citation
Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Human Pose and Action Recognition
- Unlocking the Power of SAM 2 for Few-Shot Segmentation
2025/05/20 by Qianxiong Xu, Lanyun Zhu, Xu, Qianxiong +10 · 3 citations
Engineering · Medicine · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geophysical Methods and Applications #Medical Imaging Techniques and Applications #Radiation Detection and Scintillator Technologies
- Not Every Patch is Needed: Towards a More Efficient and Effective Backbone for Video-based Person Re-identification
2025/01/28 by Lanyun Zhu, Zhu, Lanyun, Tianrun Chen +7 · 2 citations
Computer Science · Engineering · #Video Surveillance and Tracking Methods #Gait Recognition and Analysis #Face recognition and analysis