Hu, Xiaowei

39 publications

CVPR 2025 EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights Zhenghao Xing, Hao Chen, Binzhu Xie, Jiaqi Xu, Ziyu Guo, Xuemiao Xu, Jianye Hao, Chi-Wing Fu, Xiaowei Hu, Pheng-Ann Heng

ICCV 2025 Fast Image Super-Resolution via Consistency Rectified Flow Jiaqi Xu, Wenbo Li, Haoze Sun, Fan Li, Zhixin Wang, Long Peng, Jingjing Ren, Haoran Yang, Xiaowei Hu, Renjing Pei, Pheng-Ann Heng

IJCAI 2025 MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models Donghao Zhou, Jiancheng Huang, Jinbin Bai, Jiaze Wang, Hao Chen, Guangyong Chen, Xiaowei Hu, Pheng-Ann Heng

NeurIPS 2025 Real-World Adverse Weather Image Restoration via Dual-Level Reinforcement Learning with High-Quality Cold Start Fuyang Liu, Jiaqi Xu, Xiaowei Hu

NeurIPS 2025 SceneDecorator: Towards Scene-Oriented Story Generation with Scene Planning and Scene Consistency Quanjian Song, Donghao Zhou, Jingyu Lin, Fei Shen, Jiaze Wang, Xiaowei Hu, Cunjian Chen, Pheng-Ann Heng

ICML 2024 Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling Guoqi Yu, Jing Zou, Xiaowei Hu, Angelica I Aviles-Rivero, Jing Qin, Shujun Wang

AAAI 2024 Semi-Supervised TEE Segmentation via Interacting with SAM Equipped with Noise-Resilient Prompting Sen Deng, Yidan Feng, Haoneng Lin, Yiting Fan, Alex Pui-Wai Lee, Xiaowei Hu, Jing Qin

ECCV 2024 Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models Jiaqi Xu, Mengyang Wu, Xiaowei Hu, Chi-Wing Fu, Qi Dou, Pheng-Ann Heng

NeurIPS 2023 IDRNet: Intervention-Driven Relation Network for Semantic Segmentation Zhenchao Jin, Xiaowei Hu, Lingting Zhu, Luchuan Song, Li Yuan, Lequan Yu

CVPR 2023 InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions Wenhai Wang, Jifeng Dai, Zhe Chen, Zhenhang Huang, Zhiqi Li, Xizhou Zhu, Xiaowei Hu, Tong Lu, Lewei Lu, Hongsheng Li, Xiaogang Wang, Yu Qiao

CVPR 2023 Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions Yurui Zhu, Tianyu Wang, Xueyang Fu, Xuanyu Yang, Xin Guo, Jifeng Dai, Yu Qiao, Xiaowei Hu

CVPR 2023 Matching Is Not Enough: A Two-Stage Framework for Category-Agnostic Pose Estimation Min Shi, Zihao Huang, Xianzheng Ma, Xiaowei Hu, Zhiguo Cao

ICCV 2023 SILT: Shadow-Aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels Han Yang, Tianyu Wang, Xiaowei Hu, Chi-Wing Fu

CVPR 2023 Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior Jiaqi Xu, Xiaowei Hu, Lei Zhu, Qi Dou, Jifeng Dai, Yu Qiao, Pheng-Ann Heng

AAAI 2022 An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Yumao Lu, Zicheng Liu, Lijuan Wang

ECCVW 2022 Enhanced Coarse-to-Fine Network for Image Restoration from Under-Display Cameras Yurui Zhu, Xi Wang, Xueyang Fu, Xiaowei Hu

AAAI 2022 Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation Huifeng Yao, Xiaowei Hu, Xiaomeng Li

TMLR 2022 GIT: A Generative Image-to-Text Transformer for Vision and Language Jianfeng Wang, Zhengyuan Yang, Xiaowei Hu, Linjie Li, Kevin Lin, Zhe Gan, Zicheng Liu, Ce Liu, Lijuan Wang

NeurIPS 2022 GLIPv2: Unifying Localization and Vision-Language Understanding Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao

CVPR 2022 Injecting Semantic Concepts into End-to-End Image Captioning Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lin Liang, Zhe Gan, Lijuan Wang, Yezhou Yang, Zicheng Liu

NeurIPS 2022 K-LITE: Learning Transferable Visual Models with External Knowledge Sheng Shen, Chunyuan Li, Xiaowei Hu, Yujia Xie, Jianwei Yang, Pengchuan Zhang, Zhe Gan, Lijuan Wang, Lu Yuan, Ce Liu, Kurt Keutzer, Trevor Darrell, Anna Rohrbach, Jianfeng Gao

ECCV 2022 Learning Shadow Correspondence for Video Shadow Detection Xinpeng Ding, Jingwen Yang, Xiaowei Hu, Xiaomeng Li

ECCVW 2022 MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results Ruicheng Feng, Chongyi Li, Shangchen Zhou, Wenxiu Sun, Qingpeng Zhu, Jun Jiang, Qingyu Yang, Chen Change Loy, Jinwei Gu, Yurui Zhu, Xi Wang, Xueyang Fu, Xiaowei Hu, Jinfan Hu, Xina Liu, Xiangyu Chen, Chao Dong, Dafeng Zhang, Feiyu Huang, Shizhuo Liu, Xiaobing Wang, Zhezhu Jin, Xuhao Jiang, Guangqi Shao, Xiaotao Wang, Lei Lei, Zhao Zhang, Suiyi Zhao, Huan Zheng, Yangcheng Gao, Yanyan Wei, Jiahuan Ren, Tao Huang, Zhenxuan Fang, Mengluan Huang, Junwei Xu, Yong Zhang, Yuechi Yang, Qidi Shu, Zhiwen Yang, Shaocong Li, Mingde Yao, Ruikang Xu, Yuanshen Guan, Jie Huang, Zhiwei Xiong, Hangyan Zhu, Ming Liu, Shaohui Liu, Wangmeng Zuo, Zhuang Jia, Binbin Song, Ziqi Song, Guiting Mao, Ben Hou, Zhimou Liu, Yi Ke, Dengpei Ouyang, Dekui Han, Jinghao Zhang, Qi Zhu, Naishan Zheng, Feng Zhao, Wu Jin, Marcos V. Conde, Sabari Nathan, Radu Timofte, Tianyi Xu, Jun Xu, P. S. Hrishikesh, Densen Puthussery, C. V. Jiji, Biao Jiang, Yuhan Ding, WanZhang Li, Xiaoyue Feng, Sijing Chen, Tianheng Zhong, Jiyang Lu, Hongming Chen, Zhentao Fan, Xiang Chen

NeurIPS 2022 NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis Jian Liang, Chenfei Wu, Xiaowei Hu, Zhe Gan, Jianfeng Wang, Lijuan Wang, Zicheng Liu, Yuejian Fang, Nan Duan

CVPR 2022 Scaling up Vision-Language Pre-Training for Image Captioning Xiaowei Hu, Zhe Gan, Jianfeng Wang, Zhengyuan Yang, Zicheng Liu, Yumao Lu, Lijuan Wang

NeurIPS 2022 Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection Tianyu Wang, Xiaowei Hu, Zhengzhe Liu, Chi-Wing Fu

ECCV 2022 UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Faisal Ahmed, Zicheng Liu, Yumao Lu, Lijuan Wang

ICCV 2021 Compressing Visual-Linguistic Model via Knowledge Distillation Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lijuan Wang, Yezhou Yang, Zicheng Liu

AAAI 2021 Learning Semantic Context from Normal Samples for Unsupervised Anomaly Detection Xudong Yan, Huaidong Zhang, Xuemiao Xu, Xiaowei Hu, Pheng-Ann Heng

CVPR 2021 Single-Stage Instance Shadow Detection with Bidirectional Relation Learning Tianyu Wang, Xiaowei Hu, Chi-Wing Fu, Pheng-Ann Heng

AAAI 2021 VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning Xiaowei Hu, Xi Yin, Kevin Lin, Lei Zhang, Jianfeng Gao, Lijuan Wang, Zicheng Liu

CVPR 2021 VinVL: Revisiting Visual Representations in Vision-Language Models Pengchuan Zhang, Xiujun Li, Xiaowei Hu, Jianwei Yang, Lei Zhang, Lijuan Wang, Yejin Choi, Jianfeng Gao

ECCV 2020 Oscar: Object-Semantics Aligned Pre-Training for Vision-Language Tasks Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao

ECCV 2018 Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection Lei Zhu, Zijun Deng, Xiaowei Hu, Chi-Wing Fu, Xuemiao Xu, Jing Qin, Pheng-Ann Heng

AAAI 2018 Recurrently Aggregating Deep Features for Salient Object Detection Xiaowei Hu, Lei Zhu, Jing Qin, Chi-Wing Fu, Pheng-Ann Heng

IJCAI 2018 R³Net: Recurrent Residual Refinement Network for Saliency Detection Zijun Deng, Xiaowei Hu, Lei Zhu, Xuemiao Xu, Jing Qin, Guoqiang Han, Pheng-Ann Heng

CVPR 2017 Deeply Supervised Salient Object Detection with Short Connections Qibin Hou, Ming-Ming Cheng, Xiaowei Hu, Ali Borji, Zhuowen Tu, Philip H. S. Torr

CVPR 2017 Richer Convolutional Features for Edge Detection Yun Liu, Ming-Ming Cheng, Xiaowei Hu, Kai Wang, Xiang Bai

AISTATS 2016 (Bandit) Convex Optimization with Biased Noisy Gradient Oracles Xiaowei Hu, Prashanth L. A., András György, Csaba Szepesvári