Xiaolong Wang

Select All Publication by Year Self-Supervised Learning Video Understanding Common Sense Reasoning RL and Robotics 3D Interaction Dexterous Hand

Karan Dalal*, Daniel Koceja*, Gashon Hussein*, Jiarui Xu*, Yue Zhao+, Youjin Song+, Shihao Han, Ka Chun Cheung, Jan Kautz, Carlos Guestrin, Tatsunori Hashimoto, Sanmi Koyejo, Yejin Choi, Yu Sun, Xiaolong Wang.
One-Minute Video Generation with Test-Time Training.
Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

[arXiv] [project page] [code]

Renhao Wang, Yu Sun, Yossi Gandelsman, Xinlei Chen, Alexei A. Efros, Xiaolong Wang.
Test-Time Training on Video Streams.
Journal of Machine Learning Research (JMLR), 2025.

[arXiv] [project page] [code and dataset]

Yang Fu, Ishan Misra, Xiaolong Wang.
MonoNeRF: Learning Generalizable NeRFs from Monocular Videos without Camera Poses.
International Conference on Machine Learning (ICML), 2023.

[arXiv] [project page]

Jianglong Ye, Yuntao Chen, Naiyan Wang, Xiaolong Wang.
Online Adaptation for Implicit Object Tracking and Shape Reconstruction in the Wild.
Robotics and Automation Letters (RA-L), 2022.
International Conference on Intelligent Robots and Systems (IROS), 2022.

[arXiv] [project page] [video]

Zeyuan Chen, Yinbo Chen, Jingwen Liu, Xingqian Xu, Vidit Goel, Zhangyang Wang, Humphrey Shi, Xiaolong Wang.
VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution.
Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

[arXiv] [project page] [video] [code]

Shaowei Liu, Subarna Tripathi, Somdeb Majumdar, Xiaolong Wang.
Joint Hand Motion and Interaction Hotspots Prediction from Egocentric Videos.
Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

[arXiv] [project page] [video] [dataset] [code]

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.

[arXiv] [project page] [video] [code]

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).

[arXiv] [project page] [code] [video]

Jiarui Xu, Xiaolong Wang.
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective.
International Conference on Computer Vision (ICCV), 2021 (Oral Presentation).

[arXiv] [project page] [code]

Amir Bar, Roei Herzig, Xiaolong Wang, Anna Rohrbach, Gal Chechik, Trevor Darrell, Amir Globerson.
Compositional Video Synthesis with Action Graphs.
International Conference on Machine Learning (ICML), 2021.

[arXiv] [project page] [code]

Jiashun Wang, Huazhe Xu, Jingwei Xu, Sifei Liu, Xiaolong Wang.
Synthesizing Long-Term 3D Human Motion and Interaction in 3D Scenes.
Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

[arXiv] [code] [project page]

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.

[pdf] [project page]

Haozhi Qi, Xiaolong Wang, Deepak Pathak, Yi Ma, Jitendra Malik.
Learning Long-term Visual Dynamics with Region Proposal Interaction Networks.
International Conference on Learning Representations (ICLR), 2021.

[arXiv] [code] [project page] [Talk]

Jingwei Xu, Huazhe Xu, Bingbing Ni, Xiaokang Yang, Xiaolong Wang, Trevor Darrell.
Hierarchical Style-based Networks for Motion Synthesis.
European Conference on Computer Vision (ECCV), 2020.

[arXiv] [project page] [BibTeX]

Joanna Materzynska, Tete Xiao, Roei Herzig, Huijuan Xu†, Xiaolong Wang†, Trevor Darrell†.
Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks.
Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

[arXiv] [project page] [BibTeX] [dataset annotation]

Xiaolong Wang and Abhinav Gupta.
Videos as Space-Time Region Graphs.
European Conference on Computer Vision (ECCV), 2018.

[arXiv] [BibTeX]

Xiaolong Wang, Ross Girshick, Abhinav Gupta, and Kaiming He.
Non-local Neural Networks.
Conference on Computer Vision and Pattern Recognition (CVPR), 2018.

[arXiv] [BibTeX] [code]

Yuan Yuan, Xiaodan Liang, Xiaolong Wang, Dit-Yan Yeung, and Abhinav Gupta.
Temporal Dynamic Graph LSTM for Action-driven Video Object Detection.
International Conference on Computer Vision (ICCV), 2017

[pdf] [BibTeX] [dataset]

Gunnar A. Sigurdsson, Gül Varol, Xiaolong Wang, Ivan Laptev, Ali Farhadi, Abhinav Gupta.
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding.
European Conference on Computer Vision (ECCV), 2016

[pdf] [BibTeX] [dataset]

Xiaolong Wang, Ali Farhadi, and Abhinav Gupta.
Actions ~ Transformations.
Conference on Computer Vision and Pattern Recognition (CVPR), 2016

[pdf] [BibTeX] [dataset]

Keze Wang, Xiaolong Wang, and Liang Lin.
Deep Structured Models for 3D Human Activity Recognition.
ACM International Conference on Multimedia (MM), 2014. (full paper, oral presentation)

[pdf]