Xiaowei Hu

GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and a Comprehensive Multimodal Dataset Towards General Medical AI AAAI 2026 HAVE-Bench: Hierarchical Audio-Visual Evaluation from Perception to Interaction CVPR 2026 IdentityStory: Taming Your Identity-Preserving Generator for Human-Centric Story Generation AAAI 2026 SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model AAAI 2026 EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights CVPR 2025 Fast Image Super-Resolution via Consistency Rectified Flow ICCV 2025 MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models IJCAI 2025 Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling ICML 2024 Semi-supervised TEE Segmentation via Interacting with SAM Equipped with Noise-Resilient Prompting AAAI 2024 Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models ECCV 2024 IDRNet: Intervention-Driven Relation Network for Semantic Segmentation NeurIPS 2023 InternImage: Exploring Large-Scale Vision Foundation Models With Deformable Convolutions CVPR 2023 Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions CVPR 2023 Matching Is Not Enough: A Two-Stage Framework for Category-Agnostic Pose Estimation CVPR 2023 SILT: Shadow-Aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels ICCV 2023 Video Dehazing via a Multi-Range Temporal Alignment Network With Physical Prior CVPR 2023 An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA AAAI 2022 Enhancing Pseudo Label Quality for Semi-supervised Domain-Generalized Medical Image Segmentation AAAI 2022 GLIPv2: Unifying Localization and Vision-Language Understanding NeurIPS 2022 Injecting Semantic Concepts Into End-to-End Image Captioning CVPR 2022 K-LITE: Learning Transferable Visual Models with External Knowledge NeurIPS 2022 Learning Shadow Correspondence for Video Shadow Detection ECCV 2022 NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis NeurIPS 2022 Scaling Up Vision-Language Pre-Training for Image Captioning CVPR 2022 Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection NeurIPS 2022 UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling ECCV 2022 Compressing Visual-Linguistic Model via Knowledge Distillation ICCV 2021 Learning Semantic Context from Normal Samples for Unsupervised Anomaly Detection AAAI 2021 Single-Stage Instance Shadow Detection With Bidirectional Relation Learning CVPR 2021 VinVL: Revisiting Visual Representations in Vision-Language Models CVPR 2021 VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning AAAI 2021 Instance Shadow Detection CVPR 2020 Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks ECCV 2020 Deep Multi-Model Fusion for Single-Image Dehazing ICCV 2019 Depth-Attentional Features for Single-Image Rain Removal CVPR 2019 Mask-ShadowGAN: Learning to Remove Shadows From Unpaired Data ICCV 2019 Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection ECCV 2018 Direction-Aware Spatial Context Features for Shadow Detection CVPR 2018 R³Net: Recurrent Residual Refinement Network for Saliency Detection IJCAI 2018 Deeply Supervised Salient Object Detection With Short Connections CVPR 2017 Richer Convolutional Features for Edge Detection CVPR 2017 (Bandit) Convex Optimization with Biased Noisy Gradient Oracles AISTATS 2016