Xiangtai Li
- Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
2024/10/10 by Jinbin Bai, Bai, Jinbin, Ye Tian +14 · 2 voices · 20 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #cs.CV
- Transformer-Based Visual Segmentation: A Survey
2023/04/19 by Xiangtai Li, Li, Xiangtai, Henghui Ding +15 · 21 citations
Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Human Pose and Action Recognition
- Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos
2025/01/07 by Haobo Yuan, Yuan, Haobo, Xiangtai Li +18 · 39 citations
Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
- MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection
2024/04/09 by Haoyang He, Yuhu Bai, He, Haoyang +17 · 23 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Smart Grid Security and Resilience
- CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
2023/10/02 by Size Wu, Wu, Size, Wenwei Zhang +11 · 17 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
- DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation
2024/12/10 by Jianzong Wu, Jianhua Wu, Wu, Jianzong +10 · 1 voice · 8 citations
Arts and Humanities · Computer Science · #Digital Humanities and Scholarship #Handwritten Text Recognition Techniques #cs.CV
- Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning
2023/02/06 by Yibo Yang, Haobo Yuan, Yang, Yibo +9 · 12 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #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
- SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model
2024/12/05 by Zhenglin Huang, Jinwei Hu, Huang, Zhenglin +15 · 25 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Point Cloud Mamba: Point Cloud Learning via State Space Model
2024/03/01 by Tao Zhang, Zhang, Tao, Haobo Yuan +10 · 13 citations
Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications #Statistical and numerical algorithms #Time Series Analysis and Forecasting
- Towards Language-Driven Video Inpainting via Multimodal Large Language Models
2024/01/18 by Jianzong Wu, Wu, Jianzong, Xiangtai Li +19 · 1 voice · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization #cs.CV
- Face Adapter for Pre-Trained Diffusion Models with Fine-Grained ID and Attribute Control
2024/05/21 by Yue Han, Junwei Zhu, Han, Yue +17 · 12 citations
Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #Numerical methods for differential equations
- 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
- RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation
2023/12/12 by Peng Lu, Lu, Peng, Jiang Tao +9 · 7 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
- LLAVADI: What Matters For Multimodal Large Language Models Distillation
2024/07/28 by Shilin Xu, Xu, Shilin, Xiangtai Li +9 · 9 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation
2024/10/14 by Peiwen Sun, Sun, Peiwen, Sitong Cheng +12 · 10 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology
2025/07/10 by Wang, Haochen, Xiangtai Li, Li, Xiangtai +16 · 21 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model
2024/05/27 by Kuan‐Chih Huang, Huang, Kuan-Chih, Xiangtai Li +7 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
- Towards Semantic Equivalence of Tokenization in Multimodal LLM
2024/06/07 by Shengqiong Wu, Hao Fei, Wu, Shengqiong +11 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
- Improving Semantic Segmentation via Decoupled Body and Edge Supervision
2020/07/20 by Xiangtai Li, Xia Li, Li, Xiangtai +13 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Video Surveillance and Tracking Methods
- Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning
2023/12/06 by Xinshun Wang, Zhongbin Fang, Wang, Xinshun +7 · 6 citations
Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing
2024/12/05 by Jinbin Bai, Bai, Jinbin, Wei Chow +11 · 10 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
2025/06/16 by Zhucun Xue, Jiangning Zhang, Xue, Zhucun +19 · 16 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Coding and Compression Technologies
- GFF: Gated Fully Fusion for Semantic Segmentation
2019/04/03 by Xiangtai Li, Li, Xiangtai, Houlong Zhao +7 · 3 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
- Multi-Task Learning with Multi-Query Transformer for Dense Prediction
2022/05/28 by Yangyang Xu, Xiangtai Li, Xu, Yangyang +6 · 3 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- Explore In-Context Learning for 3D Point Cloud Understanding
2023/06/14 by Zhongbin Fang, Fang, Zhongbin, Xiangtai Li +9 · 4 citations
Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Human Pose and Action Recognition
- An Empirical Study of GPT-4o Image Generation Capabilities
2025/04/08 by Sixiang Chen, Jinbin Bai, Chen, Sixiang +31 · 9 citations
Computer Science · Arts and Humanities · #Generative Adversarial Networks and Image Synthesis #Digital Humanities and Scholarship #Music Technology and Sound Studies
- SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow
2024/05/30 by Chaoyang Wang, Wang, Chaoyang, Xiangtai Li +9 · 4 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Neural Network Applications
- Involution: Inverting the Inherence of Convolution for Visual Recognition
2021/03/10 by Duo Li, Li, Duo, Jie Hu +13 · 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
- MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning
2024/06/25 by Xiangyu Zhao, Xiangtai Li, Zhao, Xiangyu +11 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization
- DreamRelation: Bridging Customization and Relation Generation
2024/10/30 by Lu Qi, Shi, Qingyu, Qi, Lu +9 · 6 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Multimodal Machine Learning Applications #Robotic Path Planning Algorithms
- DVIS-DAQ: Improving Video Segmentation via Dynamic Anchor Queries
2024/03/29 by Yikang Zhou, Tao Zhang, Zhou, Yikang +7 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization #Image Retrieval and Classification Techniques
- Unified Dense Prediction of Video Diffusion
2025/03/12 by Lehan Yang, Lu Qi, Yang, Lehan +9 · 6 citations
Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Image and Video Quality Assessment
- Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models
2025/05/30 by Shilin Xu, Yanwei Li, Xu, Shilin +19 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- PixelThink: Towards Efficient Chain-of-Pixel Reasoning
2025/05/29 by Song Wang, Wang, Song, Lingdong Kong +13 · 10 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
- Pixel-SAIL: Single Transformer For Pixel-Grounded Understanding
2025/04/14 by Tao Zhang, Xiangtai Li, Zhang, Tao +15 · 7 citations
Engineering · Medicine · Neuroscience · #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- 4D Panoptic Scene Graph Generation
2024/05/16 by Jingkang Yang, Yang, Jingkang, Jun Cen +15 · 3 citations
Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation
- MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation
2023/09/22 by Jiahao Xie, Wei Li, Xie, Jiahao +9 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World
2025/06/30 by Xiangtai Li, Tao Zhang, Li, Xiangtai +29 · 1 voice · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding
2025/06/16 by Zhucun Xue, Xue, Zhucun, Jiangning Zhang +11 · 5 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
- PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation
2021/03/11 by Xiangtai Li, Li, Xiangtai, Hao He +15 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization
- MEDIC: Zero-shot Music Editing with Disentangled Inversion Control
2024/07/18 by Huadai Liu, Jialei Wang, Liu, Huadai +13 · 2 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Advanced Data Storage Technologies
- 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
- GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning
2024/03/18 by Xiaojie Li, Li, Xiaojie, Yibo Yang +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
- On Path to Multimodal Generalist: General-Level and General-Bench
2025/05/07 by Fei Hao, Yuan Zhou, Fei, Hao +57 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling
- 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
- DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection
2023/10/02 by Shilin Xu, Xiangtai Li, Xu, Shilin +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- OV-VG: A Benchmark for Open-Vocabulary Visual Grounding
2023/10/22 by Chunlei Wang, Wang, Chunlei, Wenquan Feng +13 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
- Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook
2025/05/01 by Shuchang Lyu, Bao, Muyi, Lyu, Shuchang +12 · 3 citations
Earth and Planetary Sciences · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and Land Use #Remote-Sensing Image Classification #Satellite Image Processing and Photogrammetry
- Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation
2023/01/02 by Jianzong Wu, Xiangtai Li, Wu, Jianzong +11 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- A Generalist FaceX via Learning Unified Facial Representation
2023/12/31 by Yue Han, Jiangning Zhang, Han, Yue +17 · 1 citation
Computer Science · Medicine · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Sexuality, Behavior, and Technology
- High-Quality Entity Segmentation and Grounding
2024/02/04 by Qi Lu, Qi, Lu, Yiwen Chen +12 · 1 citation
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling #Web Data Mining and Analysis
- Pair then Relation: Pair-Net for Panoptic Scene Graph Generation
2023/07/17 by Jinghao Wang, Zhengyu Wen, Wang, Jinghao +9 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- EMOv2: Pushing 5M Vision Model Frontier
2024/12/09 by J Zhang, Teng Hu, Zhang, Jiangning +15 · 2 citations
Engineering · #Satellite Image Processing and Photogrammetry
- Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene
2025/03/19 by Shengqiong Wu, Wu, Shengqiong, Fei, Hao +10 · 2 citations
Computer Science · Engineering · #3D Modeling in Geospatial Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Multimodal Machine Learning Applications
- You Can't Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning
2024/08/01 by Tianmeng Yang, Yang, Tianmeng, Jiahao Meng +11 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Text and Document Classification Technologies
- MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation
2024/10/08 by Jiahao Xie, Wei Li, Xiangtai Li +3 · 1 citation
- Video Prediction Transformers without Recurrence or Convolution
2024/10/07 by Yujin Tang, Tang, Yujin, Qi Lü +8 · 1 citation
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems #Robotics and Sensor-Based Localization
- Open-o3-Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence
2025/10/23 by Jiahao Meng, Meng, Jiahao, Xiangtai Li +18 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Conditional Panoramic Image Generation via Masked Autoregressive Modeling
2025/05/22 by Chaoyang Wang, Xiangtai Li, Wang, Chaoyang +11 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Computer Graphics and Visualization Techniques