Hu, Xiaowei
- GIT: A Generative Image-to-text Transformer for Vision and Language
2022/05/27 by Jianfeng Wang, Zhengyuan Yang, Wang, Jianfeng +15 · 2 voices · 47 citations
Computer Science · #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.CV
- InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
2022/11/10 by Wenhai Wang, Wang, Wenhai, Jifeng Dai +21 · 57 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
2020/04/13 by Li, Xiujun, Yin, Xi, Li, Chunyuan +9 · 34 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- GLIPv2: Unifying Localization and Vision-Language Understanding
2022/06/12 by Haotian Zhang, Pengchuan Zhang, Zhang, Haotian +17 · 21 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
- An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA
2021/09/10 by Zhengyuan Yang, Zhe Gan, Yang, Zhengyuan +11 · 15 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Scaling Up Vision-Language Pre-training for Image Captioning
2021/11/24 by Xiaowei Hu, Hu, Xiaowei, Zhe Gan +11 · 12 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation
2022/01/21 by Huifeng Yao, Xiaowei Hu, Yao, Huifeng +3 · 10 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling
2024/02/20 by Guoqi Yu, Jing Zou, Yu, Guoqi +9 · 13 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis
2022/07/20 by Chenfei Wu, Wu, Chenfei, Jian Liang +15 · 8 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
- UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling
2021/11/23 by Yang, Zhengyuan, Gan, Zhe, Wang, Jianfeng +5 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading
2019/11/04 by Xiaomeng Li, Xiaowei Hu, Li, Xiaomeng +8 · 5 citations
Medicine · #Retinal Imaging and Analysis #Retinal Diseases and Treatments #Acute Ischemic Stroke Management
- K-LITE: Learning Transferable Visual Models with External Knowledge
2022/04/20 by Shen, Sheng, Li, Chunyuan, Hu, Xiaowei +11 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Deep Texture-Aware Features for Camouflaged Object Detection
2021/02/05 by Ren, Jingjing, Hu, Xiaowei, Zhu, Lei +5 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Compressing Visual-linguistic Model via Knowledge Distillation
2021/04/05 by Fang, Zhiyuan, Wang, Jianfeng, Hu, Xiaowei +3 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning
2025/04/02 by Su, Yanzhou, Li, Tianbin, Liu, Jiyao +15 · 15 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior
2023/03/17 by Xu, Jiaqi, Hu, Xiaowei, Zhu, Lei +4 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- GrabAR: Occlusion-aware Grabbing Virtual Objects in AR
2019/12/23 by Tang, Xiao, Hu, Xiaowei, Fu, Chi-Wing +1 · 2 citations
#FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC)
- GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI
2024/11/21 by Li, Tianbin, Su, Yanzhou, Li, Wei +15 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning Shadow Correspondence for Video Shadow Detection
2022/07/30 by Xinpeng Ding, Ding, Xinpeng, Jingweng Yang +5 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Image Enhancement Techniques #Video Surveillance and Tracking Methods
- EchoInk-R1: Exploring Audio-Visual Reasoning in Multimodal LLMs via Reinforcement Learning
2025/05/07 by Zhenghao Xing, Xiaowei Hu, Xing, Zhenghao +9 · 8 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Speech and dialogue systems
- SILT: Shadow-aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels
2023/08/23 by Han Yang, Tianyu Wang, Yang, Han +5 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Music and Audio Processing #Video Surveillance and Tracking Methods
- (Bandit) Convex Optimization with Biased Noisy Gradient Oracles
2016/09/22 by Hu, Xiaowei, A., Prashanth L., György, András +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- MiniVLM: A Smaller and Faster Vision-Language Model
2020/12/13 by Wang, Jianfeng, Hu, Xiaowei, Zhang, Pengchuan +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models
2024/09/03 by Jiaqi Xu, Xu, Jiaqi, Mengyang Wu +9 · 3 citations
Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods #Multimedia (cs.MM)
- A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
2025/08/28 by Mingjun Hu, Chenglong Ma, Hu, Ming +214 · 9 citations
Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- Video Instance Shadow Detection Under the Sun and Sky
2022/11/23 by Zhenghao Xing, Tianyu Wang, Xing, Zhenghao +9 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection
2022/11/23 by Tianyu Wang, Wang, Tianyu, Xiaowei Hu +5 · 1 citation
Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models
2025/02/28 by Qiao Yan, Yan, Qiao, Yuchen Yuan +14 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
- MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models
2024/10/17 by Donghao Zhou, Jiancheng Huang, Zhou, Donghao +13 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimedia Communication and Technology #Video Analysis and Summarization
- Unveiling Deep Shadows: A Survey and Benchmark on Image and Video Shadow Detection, Removal, and Generation in the Deep Learning Era
2024/09/03 by Hu, Xiaowei, Xing, Zhenghao, Wang, Tianyu +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Multimedia (cs.MM)