Hu, Guosheng

30 publications

ICLR 2026 Trade in Minutes! Rationality-Driven Agentic System for Quantitative Financial Trading Zifan Song, Kaitao Song, Guosheng Hu, Ding Qi, Junyao Gao, Xiaohua Wang, Dongsheng Li, Cairong Zhao

CVPRW 2024 Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets Hao Chen, Ran Tao, Han Zhang, Yidong Wang, Xiang Li, Wei Ye, Jindong Wang, Guosheng Hu, Marios Savvides

CVPR 2024 DiffLoc: Diffusion Model for Outdoor LiDAR Localization Wen Li, Yuyang Yang, Shangshu Yu, Guosheng Hu, Chenglu Wen, Ming Cheng, Cheng Wang

AAAI 2024 Diverse Person: Customize Your Own Dataset for Text-Based Person Search Zifan Song, Guosheng Hu, Cairong Zhao

AAAI 2024 Gradient-Guided Modality Decoupling for Missing-Modality Robustness Hao Wang, Shengda Luo, Guosheng Hu, Jianguo Zhang

AAAI 2024 Neighborhood-Enhanced 3D Human Pose Estimation with Monocular LiDAR in Long-Range Outdoor Scenes Jingyi Zhang, Qihong Mao, Guosheng Hu, Siqi Shen, Cheng Wang

CVPR 2024 Object Pose Estimation via the Aggregation of Diffusion Features Tianfu Wang, Guosheng Hu, Hongguang Wang

ECCV 2024 Unsupervised Exposure Correction Ruodai Cui, Li Niu, Guosheng Hu

AAAI 2023 Cross-Modal Distillation for Speaker Recognition Yufeng Jin, Guosheng Hu, Haonan Chen, Duoqian Miao, Liang Hu, Cairong Zhao

ICML 2023 Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations Zifan Song, Xiao Gong, Guosheng Hu, Cairong Zhao

CVPR 2023 SGLoc: Scene Geometry Encoding for Outdoor LiDAR Localization Wen Li, Shangshu Yu, Cheng Wang, Guosheng Hu, Siqi Shen, Chenglu Wen

AAAI 2022 Boosting Active Learning via Improving Test Performance Tianyang Wang, Xingjian Li, Pengkun Yang, Guosheng Hu, Xiangrui Zeng, Siyu Huang, Cheng-Zhong Xu, Min Xu

ECCV 2022 Efficient One-Stage Video Object Detection by Exploiting Temporal Consistency Guanxiong Sun, Yang Hua, Guosheng Hu, Neil Robertson

ECCV 2022 TDViT: Temporal Dilated Video Transformer for Dense Video Tasks Guanxiong Sun, Yang Hua, Guosheng Hu, Neil Robertson

AAAI 2021 MAMBA: Multi-Level Aggregation via Memory Bank for Video Object Detection Guanxiong Sun, Yang Hua, Guosheng Hu, Neil Robertson

CVPR 2021 OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection Tingting Liang, Yongtao Wang, Zhi Tang, Guosheng Hu, Haibin Ling

ECCV 2020 Adaptive Variance Based Label Distribution Learning for Facial Age Estimation Xin Wen, Biying Li, Haiyun Guo, Zhiwei Liu, Guosheng Hu, Ming Tang, Jinqiao Wang

ECCVW 2020 Adversarial Robustness of Open-Set Recognition: Face Recognition and Person Re-Identification Xiao Gong, Guosheng Hu, Timothy M. Hospedales, Yongxin Yang

ECCV 2020 DADA: Differentiable Automatic Data Augmentation Yonggang Li, Guosheng Hu, Yongtao Wang, Timothy Hospedales, Neil M. Robertson, Yongxin Yang

ECCV 2020 Learning Flow-Based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision Yuxiang Wei, Ming Liu, Haolin Wang, Ruifeng Zhu, Guosheng Hu, Wangmeng Zuo

ECCV 2020 Reducing Distributional Uncertainty by Mutual Information Maximisation and Transferable Feature Learning Jian Gao, Yang Hua, Guosheng Hu, Chi Wang, Neil M. Robertson

CVPR 2020 Training Noise-Robust Deep Neural Networks via Meta-Learning Zhen Wang, Guosheng Hu, Qinghua Hu

AAAI 2019 Deep Metric Learning by Online Soft Mining and Class-Aware Attention Xinshao Wang, Yang Hua, Elyor Kodirov, Guosheng Hu, Neil Martin Robertson

CVPR 2019 Led3D: A Lightweight and Efficient Deep Approach to Recognizing Low-Quality 3D Faces Guodong Mu, Di Huang, Guosheng Hu, Jia Sun, Yunhong Wang

CVPR 2019 Ranked List Loss for Deep Metric Learning Xinshao Wang, Yang Hua, Elyor Kodirov, Guosheng Hu, Romain Garnier, Neil M. Robertson

CVPR 2019 Semantic Alignment: Finding Semantically Consistent Ground-Truth for Facial Landmark Detection Zhiwei Liu, Xiangyu Zhu, Guosheng Hu, Haiyun Guo, Ming Tang, Zhen Lei, Neil M. Robertson, Jinqiao Wang

ECCV 2018 Deep Multi-Task Learning to Recognise Subtle Facial Expressions of Mental States Guosheng Hu, Li Liu, Yang Yuan, Zehao Yu, Yang Hua, Zhihong Zhang, Fumin Shen, Ling Shao, Timothy Hospedales, Neil Robertson, Yongxin Yang

ICCV 2017 Attribute-Enhanced Face Recognition with Neural Tensor Fusion Networks Guosheng Hu, Yang Hua, Yang Yuan, Zhihong Zhang, Zheng Lu, Sankha S. Mukherjee, Timothy M. Hospedales, Neil M. Robertson, Yongxin Yang

ECCV 2016 Face Recognition Using a Unified 3D Morphable Model Guosheng Hu, Fei Yan, Chi-Ho Chan, Weihong Deng, William J. Christmas, Josef Kittler, Neil Martin Robertson

ICCVW 2015 When Face Recognition Meets with Deep Learning: An Evaluation of Convolutional Neural Networks for Face Recognition Guosheng Hu, Yongxin Yang, Dong Yi, Josef Kittler, William J. Christmas, Stan Z. Li, Timothy M. Hospedales