Yu Sun*, Xinhao Li*, Karan Dalal*, Jiarui Xu, Arjun Vikram, Genghan Zhang, Yann Dubois, Xinlei Chen†, Xiaolong Wang†, Sanmi Koyejo†, Tatsunori Hashimoto†, Carlos Guestrin†.
Learning to (Learn at Test Time): RNNs with Expressive Hidden States.
arXiv, 2024.
Jiteng Mu, Michaël Gharbi, Richard Zhang, Eli Shechtman, Nuno Vasconcelos, Xiaolong Wang, Taesung Park.
Editable Image Elements for Controllable Synthesis.
European Conference on Computer Vision (ECCV), 2024.
Yinbo Chen, Oliver Wang, Richard Zhang, Eli Shechtman, Xiaolong Wang†, Michael Gharbi†.
Image Neural Field Diffusion Models.
Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
Highlight
Jiarui Xu, Yossi Gandelsman, Amir Bar, Jianwei Yang, Jianfeng Gao, Trevor Darrell, Xiaolong Wang.
IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks.
arXiv, 2023.
Renhao Wang, Yu Sun, Yossi Gandelsman, Xinlei Chen, Alexei A. Efros, Xiaolong Wang.
Test-Time Training on Video Streams.
arXiv, 2023.
Yang Fu, Ishan Misra, Xiaolong Wang.
MonoNeRF: Learning Generalizable NeRFs from Monocular Videos without Camera Poses.
International Conference on Machine Learning (ICML), 2023.
Xueting Li, Xiaolong Wang, Ming-Hsuan Yang, Alexei Efros, Sifei Liu.
Scraping Textures from Natural Images for Synthesis and Editing.
European Conference on Computer Vision (ECCV), 2022.
Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang, Jan Kautz, Sifei Liu.
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs.
Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
Xuanchi Ren, Xiaolong Wang.
Look Outside the Room: Synthesizing A Consistent Long-Term 3D Scene Video from A Single Image.
Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas Breuel, Jan Kautz, Xiaolong Wang.
GroupViT: Semantic Segmentation Emerges from Text Supervision.
Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
Yizhuo Li*, Miao Hao*, Zonglin Di*, Nitesh B. Gundavarapu, Xiaolong Wang.
Test-Time Personalization with a Transformer for Human Pose Estimation.
Conference on Neural Information Processing Systems (NeurIPS), 2021.
Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang.
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion.
International Conference on Computer Vision (ICCV), 2021 (Oral Presentation).
Jiarui Xu, Xiaolong Wang.
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective.
International Conference on Computer Vision (ICCV), 2021 (Oral Presentation).
Haiping Wu, Xiaolong Wang.
Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency.
International Conference on Computer Vision (ICCV), 2021.
Xin Wang, Thomas E. Huang, Benlin Liu, Fisher Yu, Xiaolong Wang, Joseph E. Gonzalez, Trevor Darrell.
Robust Object Detection via Instance-Level Temporal Cycle Confusion.
International Conference on Computer Vision (ICCV), 2021.
Yinbo Chen, Sifei Liu, Xiaolong Wang.
Learning Continuous Image Representation with Local Implicit Image Function.
Conference on Computer Vision and Pattern Recognition (CVPR), 2021 (Oral Presentation).
Nicklas Hansen, Xiaolong Wang.
Generalization in Reinforcement Learning by Soft Data Augmentation.
International Conference on Robotics and Automation (ICRA), 2021.
Qiang Zhang, Tete Xiao, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang.
Learning Cross-domain Correspondence for Control with Dynamics Cycle-consistency.
International Conference on Learning Representations (ICLR), 2021 (Oral Presentation).
Nicklas Hansen, Rishabh Jangir, Yu Sun, Guillem Alenyà, Pieter Abbeel, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang.
Self-Supervised Policy Adaptation during Deployment.
International Conference on Learning Representations (ICLR), 2021 (Spotlight Presentation).
Tete Xiao, Xiaolong Wang, Alexei A. Efros, Trevor Darrell.
What Should Not Be Contrastive in Contrastive Learning.
International Conference on Learning Representations (ICLR), 2021.
Xueting Li, Sifei Liu, Shalini De Mello, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz.
Online Adaptation for Consistent Mesh Reconstruction in the Wild.
Conference on Neural Information Processing Systems (NeurIPS), 2020.
Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A. Efros, Moritz Hardt.
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts.
International Conference on Machine Learning (ICML), 2020.
Xueting Li*, Sifei Liu*, Shalini De Mello, Xiaolong Wang, Jan Kautz, and Ming-Hsuan Yang.
Joint-task Self-supervised Learning for Temporal Correspondence.
Conference on Neural Information Processing Systems (NeurIPS), 2019.
Xiaolong Wang, Allan Jabri* and Alexei A. Efros.
Learning Correspondence from the Cycle-consistency of Time.
Conference on Computer Vision and Pattern Recognition (CVPR), 2019 (Oral Presentation).
(*indicates equal contributions.)
[arXiv] [BibTeX] [code]
Xiaolong Wang, Kaiming He, and Abhinav Gupta.
Transitive Invariance for Self-supervised Visual Representation Learning.
International Conference on Computer Vision (ICCV), 2017
Xiaolong Wang and Abhinav Gupta.
Generative Image Modeling using Style and Structure Adversarial Networks.
European Conference on Computer Vision (ECCV), 2016
Xiaolong Wang and Abhinav Gupta.
Unsupervised Learning of Visual Representations using Videos.
International Conference on Computer Vision (ICCV), 2015
Xiaolong Wang, David F. Fouhey, and Abhinav Gupta.
Designing Deep Networks for Surface Normal Estimation.
Conference on Computer Vision and Pattern Recognition (CVPR), 2015.