Wang, Xi

70 publications

CVPR 2025 AKiRa: Augmentation Kit on Rays for Optical Video Generation Xi Wang, Robin Courant, Marc Christie, Vicky Kalogeiton

CVPRW 2025 Advancing Ambient Lighting Normalization via Diffusion Shadow Generation Xin Lu, Jiarong Yang, Yuanfei Bao, Zihao Fan, Anya Hu, Kunyu Wang, Jie Xiao, Xi Wang, Hongjian Liu, Xueyang Fu, Zheng-Jun Zha

ICCV 2025 Articulate3D: Holistic Understanding of 3D Scenes as Universal Scene Description Anna-Maria Halacheva, Yang Miao, Jan-Nico Zaech, Xi Wang, Luc Van Gool, Danda Pani Paudel

ICLRW 2025 AtropDiff: Data-Scarce Atropisomer Generation via Multi-Task Pretrained Classifier-Guided Diffusion Letian Chen, Xi Wang, Gufeng Yu, Caihua Shan, Yang Yang

AAAI 2025 DCTMamba: Advancing JPEG Image Restoration Through Long-Sequence Modeling and Adaptive Frequency Strategy Xi Wang, Xueyang Fu, Liang Li, Zheng-Jun Zha

ICCV 2025 Di[M]O: Distilling Masked Diffusion Models into One-Step Generator Yuanzhi Zhu, Xi Wang, Stéphane Lathuilière, Vicky Kalogeiton

NeurIPS 2025 Dual-Space Semantic Synergy Distillation for Continual Learning of Unlabeled Streams Donghao Sun, Xi Wang, Xu Yang, Kun Wei, Cheng Deng

CVPR 2025 Exploration-Driven Generative Interactive Environments Nedko Savov, Naser Kazemi, Mohammad Mahdi, Danda Pani Paudel, Xi Wang, Luc Van Gool

CVPR 2025 GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control Mariam Hassan, Sebastian Stapf, Ahmad Rahimi, Pedro M B Rezende, Yasaman Haghighi, David Brüggemann, Isinsu Katircioglu, Lin Zhang, Xiaoran Chen, Suman Saha, Marco Cannici, Elie Aljalbout, Botao Ye, Xi Wang, Aram Davtyan, Mathieu Salzmann, Davide Scaramuzza, Marc Pollefeys, Paolo Favaro, Alexandre Alahi

ICML 2025 How to Set AdamW’s Weight Decay as You Scale Model and Dataset Size Xi Wang, Laurence Aitchison

ICLR 2025 KBLaM: Knowledge Base Augmented Language Model Xi Wang, Taketomo Isazawa, Liana Mikaelyan, James Hensman

NeurIPS 2025 LangHOPS: Language Grounded Hierarchical Open-Vocabulary Part Segmentation Yang Miao, Jan-Nico Zaech, Xi Wang, Fabien Despinoy, Danda Pani Paudel, Luc Van Gool

ICLR 2025 Leveraging Driver Field-of-View for Multimodal Ego-Trajectory Prediction M. Eren Akbiyik, Nedko Savov, Danda Pani Paudel, Nikola Popovic, Christian Vater, Otmar Hilliges, Luc Van Gool, Xi Wang

ECML-PKDD 2025 Leveraging Gradient Information for Out-of-Domain Performance Estimations Ekaterina Khramtsova, Mahsa Baktashmotlagh, Guido Zuccon, Xi Wang, Mathieu Salzmann

CVPR 2025 LineArt: A Knowledge-Guided Training-Free High-Quality Appearance Transfer for Design Drawing with Diffusion Model Xi Wang, Hongzhen Li, Heng Fang, Yichen Peng, Haoran Xie, Xi Yang, Chuntao Li

CVPRW 2025 NTIRE 2025 Ambient Lighting Normalization Challenge Report Florin-Alexandru Vasluianu, Tim Seizinger, Zhuyun Zhou, Zongwei Wu, Radu Timofte, Yuanfei Bao, Xingbo Wang, Xin Lu, Jiarong Yang, Anya Hu, Kunyu Wang, Jie Xiao, Dong Li, Xueyang Fu, Zheng-Jun Zha, Zihao Fan, Xi Wang, Yurui Zhu, Kean Liu, Senyan Xu, Hongjian Liu, Yupeng Xiao, David Serrano-Lozano, Francisco A. Molina-Bakhos, Danna Xue, Yixiong Yang, Maria Pilligua, Ramon Baldrich, María Vanrell, Javier Vazquez-Corral, Xuan Sun, Zijie Lou, Ting Liu, Kuldeep Purohit, Jameer Babu Pinjari, Yilin Zhang, Huan Zheng, Yanyan Wei, Suiyi Zhao, Shengeng Tang, Zhao Zhang, Yushen Zuo, Zongqi He, Zhe Xiao, Cuixin Yang, Rongkang Dong, Jun Xiao, Kin-Man Lam, Nikhil Akalwadi, Vijayalaxmi Ashok Aralikatti, Dheeraj Damodhar Hegde, Ramesh Ashok Tabib, Uma Mudenagudi, Anas M. Ali, Bilel Benjdira, Wadii Boulila

CVPRW 2025 NTIRE 2025 Image Shadow Removal Challenge Report Florin-Alexandru Vasluianu, Tim Seizinger, Zhuyun Zhou, Cailian Chen, Zongwei Wu, Radu Timofte, Mingjia Li, Jin Hu, Hainuo Wang, Hengxing Liu, Jiarui Wang, Qiming Hu, Xiaojie Guo, Xin Lu, Jiarong Yang, Yuanfei Bao, Anya Hu, Zihao Fan, Kunyu Wang, Jie Xiao, Xi Wang, Xueyang Fu, Zheng-Jun Zha, Yu-Fan Lin, Chia-Ming Lee, Chih-Chung Hsu, Xingbo Wang, Dong Li, Yuxu Chen, Bin Chen, Yuanbo Zhou, Yuanbin Chen, Hongwei Wang, Jiannan Lin, Qinquan Gao, Tong Tong, Zhao Zhang, Yanyan Wei, Wei Dong, Han Zhou, Seyed Amirreza Mousavi, Jun Chen, Haobo Liang, Jiajie Jing, Junyu Li, Yan Yang, Seoyeon Lee, Chaewon Kim, Ziyu Feng, Shidi Chen, Bowen Luan, Zewen Chen, Vijayalaxmi Ashok Aralikatti, G. Gyaneshwar Rao, Nikhil Akalwadi, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Alexandru Brateanu, Cosmin Ancuti, Tanmay Chaturvedi, Manish Kumar, Anmol Srivastav, Daksh Trivedi, Shashwat Thakur, Kishor P. Upla, Zeyu Xiao, Zhuoyuan Li, Boda Zhou, Shashank Shekhar, Kele Xu, Qisheng Xu, Zijian Gao, Tianjiao Wan, Suiyi Zhao, Bo Wang, Yan Luo, Mingshen Wang, Yilin Zhang

IJCAI 2025 OMS: One More Step Noise Searching to Enhance Membership Inference Attacks for Diffusion Models Xiaomeng Fu, Xi Wang, Qiao Li, Jin Liu, Jiao Dai, Jizhong Han, Xingyu Gao

AAAI 2025 SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering Xiaopeng Li, Shasha Li, Shezheng Song, Huijun Liu, Bin Ji, Xi Wang, Jun Ma, Jie Yu, Xiaodong Liu, Jing Wang, Weimin Zhang

NeurIPS 2025 Scale-Invariant Attention Ben Anson, Xi Wang, Laurence Aitchison

NeurIPS 2025 StateSpaceDiffuser: Bringing Long Context to Diffusion World Models Nedko Savov, Naser Kazemi, Deheng Zhang, Danda Pani Paudel, Xi Wang, Luc Van Gool

ICCV 2025 Understanding Museum Exhibits Using Vision-Language Reasoning Ada-Astrid Balauca, Sanjana Garai, Stefan Balauca, Rasesh Udayakumar Shetty, Naitik Agrawal, Dhwanil Subhashbhai Shah, Yuqian Fu, Xi Wang, Kristina Toutanova, Danda Pani Paudel, Luc Van Gool

ICLRW 2025 [TINY] Vision Language Models Can Implicitly Quantify Aleatoric Uncertainty Xi Wang, Eric Nalisnick

TMLR 2024 Analysis of Classifier-Free Guidance Weight Schedulers Xi Wang, Nicolas Dufour, Nefeli Andreou, Marie-Paule Cani, Victoria Fernandez Abrevaya, David Picard, Vicky Kalogeiton

NeurIPSW 2024 Batch Size Invariant Adam Xi Wang, Laurence Aitchison

ICLR 2024 Bayesian Low-Rank Adaptation for Large Language Models Adam X. Yang, Maxime Robeyns, Xi Wang, Laurence Aitchison

ECCV 2024 E.T. the Exceptional Trajectory: Text-to-Camera-Trajectory Generation with Character Awareness Robin Courant, Nicolas Dufour, Xi Wang, Marc Christie, Vicky Kalogeiton

AISTATS 2024 Extragradient Type Methods for Riemannian Variational Inequality Problems Zihao Hu, Guanghui Wang, Xi Wang, Andre Wibisono, Jacob D Abernethy, Molei Tao

CVPRW 2024 HirFormer: Dynamic High Resolution Transformer for Large-Scale Image Shadow Removal Xin Lu, Yurui Zhu, Xi Wang, Dong Li, Jie Xiao, Yunpeng Zhang, Xueyang Fu, Zheng-Jun Zha

ECCVW 2024 I-Design: Personalized LLM Interior Designer Ata Çelen, Guo Han, Konrad Schindler, Luc Van Gool, Iro Armeni, Anton Obukhov, Xi Wang

AISTATS 2024 Joint Control Variate for Faster Black-Box Variational Inference Xi Wang, Tomas Geffner, Justin Domke

CVPR 2024 Long-Tail Class Incremental Learning via Independent Sub-Prototype Construction Xi Wang, Xu Yang, Jie Yin, Kun Wei, Cheng Deng

CVPRW 2024 NTIRE 2024 Image Shadow Removal Challenge Report Florin-Alexandru Vasluianu, Tim Seizinger, Zhuyun Zhou, Zongwei Wu, Cailian Chen, Radu Timofte, Wei Dong, Han Zhou, Yuqiong Tian, Jun Chen, Xueyang Fu, Xin Lu, Yurui Zhu, Xi Wang, Dong Li, Jie Xiao, Yunpeng Zhang, Zheng-Jun Zha, Zhao Zhang, Suiyi Zhao, Bo Wang, Yan Luo, Yanyan Wei, Zhihao Zhao, Long Sun, Tingting Yang, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Bilel Benjdira, Mohammed Nassif, Anis Koubaa, Ahmed Elhayek, Anas M. Ali, Kyotaro Tokoro, Kento Kawai, Kaname Yokoyama, Takuya Seno, Yuki Kondo, Norimichi Ukita, Chenghua Li, Bo Yang, Zhiqi Wu, Gao Chen, Yihan Yu, Sixiang Chen, Kai Zhang, Tian Ye, Wenbin Zou, Yunlong Lin, Zhaohu Xing, Jinbin Bai, Wenhao Chai, Lei Zhu, Ritik Maheshwari, Rakshank Verma, Rahul Tekchandani, Praful Hambarde, Satya Narayan Tazi, Santosh Kumar Vipparthi, Subrahmanyam Murala, Jaeho Lee, Seongwan Kim, Sma Sharif, Nodirkhuja Khujaev, Roman Tsoy, Fan Gao, Weidan Yan, Wenze Shao, Dengyin Zhang, Bin Chen, Siqi Zhang, Yanxin Qian, Yuanbin Chen, Yuanbo Zhou, Tong Tong, Rongfeng Wei, Ruiqi Sun, Yue Liu, Nikhil Akalwadi, Amogh Joshi, Sampada Malagi, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Ali Murtaza, Uswah Khairuddin, Ahmad 'Athif Mohd Faudzi, Adinath Dukre, Vivek Deshmukh, Shruti S. Phutke, Ashutosh Kulkarni, Anil Gonde, Arun karthik K, Manasa N, Shri Hari Priya, Wei Hao, Xingzhuo Yan, Minghan Fu

AAAI 2024 NeRFail: Neural Radiance Fields-Based Multiview Adversarial Attack Wenxiang Jiang, Hanwei Zhang, Xi Wang, Zhongwen Guo, Hao Wang

ECCV 2024 PALM: Predicting Actions Through Language Models Sanghwan Kim, Daoji Huang, Yongqin Xian, Otmar Hilliges, Luc Van Gool, Xi Wang

ECCVW 2024 ROMEO: Revisiting Optimization Methods for Reconstructing 3D Human-Object Interaction Models from Images Alexey Gavryushin, Yifei Liu, Daoji Huang, Yen-Ling Kuo, Julien Valentin, Luc Van Gool, Otmar Hilliges, Xi Wang

ECCV 2024 Real Appearance Modeling for More General Deepfake Detection Jiahe Tian, Cai Yu, Xi Wang, Peng Chen, Zihao Xiao, Jiao Dai, Yesheng Chai, Jizhong Han

CVPRW 2024 Shadow Removal via Global Residual Free UNet and Shadow Generation Dong Li, Xin Lu, Yurui Zhu, Xi Wang, Jie Xiao, Yunpeng Zhang, Xueyang Fu, Zheng-Jun Zha

ECCV 2024 Source-Free Domain-Invariant Performance Prediction Ekaterina Khramtsova, Mahsa Baktashmotlagh, Guido Zuccon, Xi Wang, Mathieu Salzmann

NeurIPS 2024 SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation Zeyao Ma, Bohan Zhang, Jing Zhang, Jifan Yu, Xiaokang Zhang, Xiaohan Zhang, Sijia Luo, Xi Wang, Jie Tang

CVPR 2024 Summarize the past to Predict the Future: Natural Language Descriptions of Context Boost Multimodal Object Interaction Anticipation Razvan-George Pasca, Alexey Gavryushin, Muhammad Hamza, Yen-Ling Kuo, Kaichun Mo, Luc Van Gool, Otmar Hilliges, Xi Wang

CVPR 2024 WANDR: Intention-Guided Human Motion Generation Markos Diomataris, Nikos Athanasiou, Omid Taheri, Xi Wang, Otmar Hilliges, Michael J. Black

CVPR 2024 What Do You See in Vehicle? Comprehensive Vision Solution for In-Vehicle Gaze Estimation Yihua Cheng, Yaning Zhu, Zongji Wang, Hongquan Hao, Yongwei Liu, Shiqing Cheng, Xi Wang, Hyung Jin Chang

ECCVW 2024 Your Diffusion Model Is an Implicit Synthetic Image Detector Xi Wang, Vicky Kalogeiton

NeurIPSW 2023 Bayesian Low-Rank Adaptation for Large Language Models Adam Yang, Maxime Robeyns, Xi Wang, Laurence Aitchison

ICCVW 2023 BluNF: Blueprint Neural Field Robin Courant, Xi Wang, Marc Christie, Vicky Kalogeiton

AISTATS 2023 Convolutional Persistence as a Remedy to Neural Model Analysis Ekaterina Khramtsova, Guido Zuccon, Xi Wang, Mahsa Baktashmotlagh

CVPRW 2023 EFE: End-to-End Frame-to-Gaze Estimation Haldun Balim, Seonwook Park, Xi Wang, Xucong Zhang, Otmar Hilliges

CVPR 2023 GazeNeRF: 3D-Aware Gaze Redirection with Neural Radiance Fields Alessandro Ruzzi, Xiangwei Shi, Xi Wang, Gengyan Li, Shalini De Mello, Hyung Jin Chang, Xucong Zhang, Otmar Hilliges

CVPR 2023 JAWS: Just a Wild Shot for Cinematic Transfer in Neural Radiance Fields Xi Wang, Robin Courant, Jinglei Shi, Eric Marchand, Marc Christie

CVPRW 2023 NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results Yawei Li, Yulun Zhang, Radu Timofte, Luc Van Gool, Lei Yu, Youwei Li, Xinpeng Li, Ting Jiang, Qi Wu, Mingyan Han, Wenjie Lin, Chengzhi Jiang, Jinting Luo, Haoqiang Fan, Shuaicheng Liu, Yucong Wang, Minjie Cai, Mingxi Li, Yuhang Zhang, Xianjun Fan, Yankai Sheng, Yanyu Mao, Nihao Zhang, Qian Wang, Mingjun Zheng, Long Sun, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Zhongbao Yang, Yan Wang, Erlin Pan, Qixuan Cai, Xinan Dai, Magauiya Zhussip, Nikolay Kalyazin, Dmitry Vyal, Xueyi Zou, Youliang Yan, Heaseo Chung, Jin Zhang, Gaocheng Yu, Feng Zhang, Hongbin Wang, Bohao Liao, Zhibo Du, Yu-Liang Wu, Gege Shi, Long Peng, Yang Wang, Yang Cao, Zhengjun Zha, Zhi-Kai Huang, Yi-Chung Chen, Yuan-Chun Chiang, Hao-Hsiang Yang, Wei-Ting Chen, Hua-En Chang, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Xin Liu, Jiahao Pan, Hongyuan Yu, Weichen Yu, Lin Ge, Jiahua Dong, Yajun Zou, Zhuoyuan Wu, Binnan Han, Xiaolin Zhang, Heng Zhang, Xuanwu Yin, Kunlong Zuo, Weijian Deng, Hongjie Yuan, Zengtong Lu, Mingyu Ouyang, Wenzhuo Ma, Nian Liu, Hanyou Zheng, Yuantong Zhang, Junxi Zhang, Zhenzhong Chen, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Yurui Zhu, Xi Wang, Xueyang Fu, Zheng-Jun Zha, Daheng Yin, Mengyang Liu, Baijun Chen, Ao Li, Lei Luo, Kangjun Jin, Ce Zhu, Xiaoming Zhang, Chengxing Xie, Linze Li, Haiteng Meng, Tianlin Zhang, Tianrui Li, Xiaole Zhao, Zhao Zhang, Baiang Li, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Jiahuan Ren, Kang Hu, Jingpeng Shi, Zhijian Wu, Dingjiang Huang, Jinchen Zhu, Hui Li, Qianru Xv, Tianle Liu, Gang Wu, Junpeng Jiang, Xianming Liu, Junjun Jiang, Mingjian Zhang, Shizhuang Weng, Jing Hu, Chengxu Wu, Qinrui Fan, Chengming Feng, Ziwei Luo, Shu Hu, Siwei Lyu, Xi Wu, Xin Wang

JMLR 2023 Online Optimization over Riemannian Manifolds Xi Wang, Zhipeng Tu, Yiguang Hong, Yingyi Wu, Guodong Shi

ICLR 2023 Particle-Based Variational Inference with Preconditioned Functional Gradient Flow Hanze Dong, Xi Wang, Lin Yong, Tong Zhang

ICCVW 2023 Reconstruction of 3D Interaction Models from Images Using Shape Prior Mehrshad Mirmohammadi, Parham Saremi, Yen-Ling Kuo, Xi Wang

ICLR 2023 Robustness to Corruption in Pre-Trained Bayesian Neural Networks Xi Wang, Laurence Aitchison

AAAI 2023 SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning Jinxiang Lai, Siqian Yang, Wenlong Wu, Tao Wu, Guannan Jiang, Xi Wang, Jun Liu, Bin-Bin Gao, Wei Zhang, Yuan Xie, Chengjie Wang

AAAI 2023 Task2KB: A Public Task-Oriented Knowledge Base Procheta Sen, Xi Wang, Ruiqing Xu, Emine Yilmaz

NeurIPS 2022 Decoupling Classifier for Boosting Few-Shot Object Detection and Instance Segmentation Bin-Bin Gao, Xiaochen Chen, Zhongyi Huang, Congchong Nie, Jun Liu, Jinxiang Lai, Guannan Jiang, Xi Wang, Chengjie Wang

NeurIPS 2022 Distributed Online Convex Optimization with Compressed Communication Zhipeng Tu, Xi Wang, Yiguang Hong, Lei Wang, Deming Yuan, Guodong Shi

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

ECCV 2022 JPEG Artifacts Removal via Contrastive Representation Learning Xi Wang, Xueyang Fu, Yurui Zhu, Zheng-Jun Zha

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

NeurIPSW 2022 Particle-Based Variational Inference with Preconditioned Functional Gradient Flow Hanze Dong, Xi Wang, Lin Yong, Tong Zhang

CVPR 2022 Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning Jiahao Xia, Weiwei Qu, Wenjian Huang, Jianguo Zhang, Xi Wang, Min Xu

ICCV 2021 Learning Dual Priors for JPEG Compression Artifacts Removal Xueyang Fu, Xi Wang, Aiping Liu, Junwei Han, Zheng-Jun Zha

NeurIPS 2021 No-Regret Online Learning over Riemannian Manifolds Xi Wang, Zhipeng Tu, Yiguang Hong, Yingyi Wu, Guodong Shi

ICCV 2021 Self-Supervised 3D Hand Pose Estimation from Monocular RGB via Contrastive Learning Adrian Spurr, Aneesh Dahiya, Xi Wang, Xucong Zhang, Otmar Hilliges

UAI 2020 Relaxed Multivariate Bernoulli Distribution and Its Applications to Deep Generative Models Xi Wang, Junming Yin

AAAI 2016 Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks Hao Chen, Qi Dou, Xi Wang, Jing Qin, Pheng-Ann Heng

AAAI 2008 Visualization of Large-Scale Weighted Clustered Graph: A Genetic Approach Jiayu Zhou, Youfang Lin, Xi Wang