Xia, Gui-Song

43 publications

ICCV 2025 AdaDCP: Learning an Adapter with Discrete Cosine Prior for Clear-to-Adverse Domain Generalization Qi Bi, Yixian Shen, Jingjun Yi, Gui-Song Xia

ICCV 2025 Beyond Pixel Uncertainty: Bounding the OoD Objects in Road Scenes Huachao Zhu, Zelong Liu, Zhichao Sun, Yuda Zou, Gui-Song Xia, Yongchao Xu

CVPR 2025 Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation Chuandong Liu, Xingxing Weng, Shuguo Jiang, Pengcheng Li, Lei Yu, Gui-Song Xia

ICCV 2025 Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation Guopeng Li, Qiang Wang, Ke Yan, Shouhong Ding, Yuan Gao, Gui-Song Xia

NeurIPS 2025 Holistic Large-Scale Scene Reconstruction via Mixed Gaussian Splatting Chuandong Liu, Huijiao Wang, Lei Yu, Gui-Song Xia

AAAI 2025 Learning Fine-Grained Domain Generalization via Hyperbolic State Space Hallucination Qi Bi, Jingjun Yi, Haolan Zhan, Wei Ji, Gui-Song Xia

CVPR 2025 UNIC-Adapter: Unified Image-Instruction Adapter with Multi-Modal Transformer for Image Generation Lunhao Duan, Shanshan Zhao, Wenjun Yan, Yinglun Li, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Mingming Gong, Gui-Song Xia

AAAI 2025 VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis Chao Pang, Xingxing Weng, Jiang Wu, Jiayu Li, Yi Liu, Jiaxing Sun, Weijia Li, Shuai Wang, Litong Feng, Gui-Song Xia, Conghui He

CVPR 2024 3D Building Reconstruction from Monocular Remote Sensing Images with Multi-Level Supervisions Weijia Li, Haote Yang, Zhenghao Hu, Juepeng Zheng, Gui-Song Xia, Conghui He

CVPR 2024 Anchor-Based Robust Finetuning of Vision-Language Models Jinwei Han, Zhiwen Lin, Zhongyisun Sun, Yingguo Gao, Ke Yan, Shouhong Ding, Yuan Gao, Gui-Song Xia

ICLR 2024 Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost Yuan Gao, Weizhong Zhang, Wenhan Luo, Lin Ma, Jin-Gang Yu, Gui-Song Xia, Jiayi Ma

ICML 2024 DMTG: One-Shot Differentiable Multi-Task Grouping Yuan Gao, Shuguo Jiang, Moran Li, Jin-Gang Yu, Gui-Song Xia

CVPR 2024 NEAT: Distilling 3D Wireframes from Neural Attraction Fields Nan Xue, Bin Tan, Yuxi Xiao, Liang Dong, Gui-Song Xia, Tianfu Wu, Yujun Shen

AAAI 2024 Patched Line Segment Learning for Vector Road Mapping Jiakun Xu, Bowen Xu, Gui-Song Xia, Liang Dong, Nan Xue

CVPR 2024 Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization Guopeng Li, Ming Qian, Gui-Song Xia

NeurIPS 2023 ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding Lunhao Duan, Shanshan Zhao, Nan Xue, Mingming Gong, Gui-Song Xia, Dacheng Tao

CVPR 2023 Dynamic Coarse-to-Fine Learning for Oriented Tiny Object Detection Chang Xu, Jian Ding, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia

AAAI 2023 Few-Shot Object Detection via Variational Feature Aggregation Jiaming Han, Yuqiang Ren, Jian Ding, Ke Yan, Gui-Song Xia

ICCV 2023 Generalizing Event-Based Motion Deblurring in Real-World Scenarios Xiang Zhang, Lei Yu, Wen Yang, Jianzhuang Liu, Gui-Song Xia

CVPR 2023 HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation Jian Ding, Nan Xue, Gui-Song Xia, Bernt Schiele, Dengxin Dai

CVPR 2023 Level-S$^2$fM: Structure from Motion on Neural Level Set of Implicit Surfaces Yuxi Xiao, Nan Xue, Tianfu Wu, Gui-Song Xia

CVPR 2023 OmniCity: Omnipotent City Understanding with Multi-Level and Multi-View Images Weijia Li, Yawen Lai, Linning Xu, Yuanbo Xiangli, Jinhua Yu, Conghui He, Gui-Song Xia, Dahua Lin

ICCV 2023 Sat2Density: Faithful Density Learning from Satellite-Ground Image Pairs Ming Qian, Jincheng Xiong, Gui-Song Xia, Nan Xue

CVPR 2022 Decoupling Zero-Shot Semantic Segmentation Jian Ding, Nan Xue, Gui-Song Xia, Dengxin Dai

CVPR 2022 Expanding Low-Density Latent Regions for Open-Set Object Detection Jiaming Han, Yuqiang Ren, Jian Ding, Xingjia Pan, Ke Yan, Gui-Song Xia

CVPR 2022 Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation Nan Xue, Tianfu Wu, Gui-Song Xia, Liangpei Zhang

ICLR 2022 Partial Wasserstein Adversarial Network for Non-Rigid Point Set Registration Ziming Wang, Nan Xue, Ling Lei, Gui-Song Xia

ECCV 2022 RFLA: Gaussian Receptive Field Based Label Assignment for Tiny Object Detection Chang Xu, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia

CVPR 2022 Revisiting Document Image Dewarping by Grid Regularization Xiangwei Jiang, Rujiao Long, Nan Xue, Zhibo Yang, Cong Yao, Gui-Song Xia

ICCV 2021 3D Building Reconstruction from Monocular Remote Sensing Images Weijia Li, Lingxuan Meng, Jinwang Wang, Conghui He, Gui-Song Xia, Dahua Lin

CVPR 2021 Deep Graph Matching Under Quadratic Constraint Quankai Gao, Fudong Wang, Nan Xue, Jin-Gang Yu, Gui-Song Xia

CVPR 2021 Event-Based Synthetic Aperture Imaging with a Hybrid Network Xiang Zhang, Wei Liao, Lei Yu, Wen Yang, Gui-Song Xia

ICCVW 2021 LUAI Challenge 2021 on Learning to Understand Aerial Images Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu

ICCV 2021 Motion Deblurring with Real Events Fang Xu, Lei Yu, Bishan Wang, Wen Yang, Gui-Song Xia, Xu Jia, Zhendong Qiao, Jianzhuang Liu

ICCV 2021 Parsing Table Structures in the Wild Rujiao Long, Wen Wang, Nan Xue, Feiyu Gao, Zhibo Yang, Yongpan Wang, Gui-Song Xia

ICCV 2021 PlaneTR: Structure-Guided Transformers for 3D Plane Recovery Bin Tan, Nan Xue, Song Bai, Tianfu Wu, Gui-Song Xia

CVPR 2021 ReDet: A Rotation-Equivariant Detector for Aerial Object Detection Jiaming Han, Jian Ding, Nan Xue, Gui-Song Xia

ECCV 2020 Event Enhanced High-Quality Image Recovery Bishan Wang, Jingwei He, Lei Yu, Gui-Song Xia, Wen Yang

CVPRW 2020 Implicit Euler ODE Networks for Single-Image Dehazing Jiawei Shen, Zhuoyan Li, Lei Yu, Gui-Song Xia, Wen Yang

CVPRW 2019 Multi-Scale Weighted Branch Network for Remote Sensing Image Classification Kunping Yang, Zicheng Liu, Qikai Lu, Gui-Song Xia

CVPRW 2019 iSAID: A Large-Scale Dataset for Instance Segmentation in Aerial Images Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman H. Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai

ECCV 2018 Adaptively Transforming Graph Matching Fudong Wang, Nan Xue, Yipeng Zhang, Xiang Bai, Gui-Song Xia

CVPR 2007 Compositional Boosting for Computing Hierarchical Image Structures Tianfu Wu, Gui-Song Xia, Song Chun Zhu