Xuanchi Ren

According to our database, Xuanchi Ren authored at least 23 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

ViPE: Video Pose Engine for 3D Geometric Perception.

Jiahui Huang, Qunjie Zhou, Hesam Rabeti, Aleksandr Korovko, Huan Ling, Xuanchi Ren, Tianchang Shen, Jun Gao, Dmitry Slepichev, Chen-Hsuan Lin, Jiawei Ren, Kevin Xie, Joydeep Biswas, Laura Leal-Taixé, Sanja Fidler

CoRR, August, 2025

Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models.

Xuanchi Ren, Yifan Lu, Tianshi Cao, Ruiyuan Gao, Shengyu Huang, Amirmojtaba Sabour, Tianchang Shen, Tobias Pfaff, Jay Zhangjie Wu, Runjian Chen, Seung Wook Kim, Jun Gao, Laura Leal-Taixé, Mike Chen, Sanja Fidler, Huan Ling

CoRR, June, 2025

Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control.

Hassan Abu Alhaija, José M. Álvarez, Maciej Bala, Tiffany Cai, Tianshi Cao, Liz Cha, Joshua Chen, Mike Chen, Francesco Ferroni, Sanja Fidler, Dieter Fox, Yunhao Ge, Jinwei Gu, Ali Hassani, Michael Isaev, Pooya Jannaty, Shiyi Lan, Tobias Lasser, Huan Ling, Ming-Yu Liu, Xian Liu, Yifan Lu, Alice Luo, Qianli Ma, Hanzi Mao, Fabio Ramos, Xuanchi Ren, Tianchang Shen, Xinglong Sun, Shitao Tang, Ting-Chun Wang, Jay Zhangjie Wu, Jiashu Xu, Stella Xu, Kevin Xie, Yuchong Ye, Xiaodong Yang, Xiaohui Zeng, Yu Zeng

CoRR, March, 2025

DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models.

Jay Zhangjie Wu, Yuxuan Zhang, Haithem Turki, Xuanchi Ren, Jun Gao, Mike Zheng Shou, Sanja Fidler, Zan Gojcic, Huan Ling

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control.

Xuanchi Ren, Tianchang Shen, Jiahui Huang, Huan Ling, Yifan Lu, Merlin Nimier-David, Thomas Müller, Alexander Keller, Sanja Fidler, Jun Gao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

fVDB : A Deep-Learning Framework for Sparse, Large Scale, and High Performance Spatial Intelligence.

Francis Williams, Jiahui Huang, Jonathan Swartz, Gergely Klár, Vijay Thakkar, Matthew Cong, Xuanchi Ren, Ruilong Li, Clement Fuji-Tsang, Sanja Fidler, Eftychios Sifakis, Ken Museth

ACM Trans. Graph., July, 2024

InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models.

Yifan Lu, Xuanchi Ren, Jiawei Yang, Tianchang Shen, Zhangjie Wu, Jun Gao, Yue Wang, Siheng Chen, Mike Chen, Sanja Fidler, Jiahui Huang

CoRR, 2024

SCube: Instant Large-Scale Scene Reconstruction using VoxSplats.

Xuanchi Ren, Yifan Lu, Hanxue Liang, Zhangjie Wu, Huan Ling, Mike Chen, Sanja Fidler, Francis Williams, Jiahui Huang

CoRR, 2024

SCube: Instant Large-Scale Scene Reconstruction using VoxSplats.

Xuanchi Ren, Yifan Lu, Hanxue Liang, Jay Zhangjie Wu, Huan Ling, Mike Chen, Sanja Fidler, Francis Williams, Jiahui Huang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies.

Xuanchi Ren, Jiahui Huang, Xiaohui Zeng, Ken Museth, Sanja Fidler, Francis Williams

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

XCube (X³): Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies.

Xuanchi Ren, Jiahui Huang, Xiaohui Zeng, Ken Museth, Sanja Fidler, Francis Williams

CoRR, 2023

Blind Video Deflickering by Neural Filtering with a Flawed Atlas.

Chenyang Lei, Xuanchi Ren, Zhaoxiang Zhang, Qifeng Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph.

Dacheng Yin, Xuanchi Ren, Chong Luo, Yuwang Wang, Zhiwei Xiong, Wenjun Zeng

Proceedings of the Tenth International Conference on Learning Representations, 2022

Towards Building A Group-based Unsupervised Representation Disentanglement Framework.

Tao Yang, Xuanchi Ren, Yuwang Wang, Wenjun Zeng, Nanning Zheng

Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View.

Xuanchi Ren, Tao Yang, Yuwang Wang, Wenjun Zeng

Proceedings of the Tenth International Conference on Learning Representations, 2022

Look Outside the Room: Synthesizing A Consistent Long-Term 3D Scene Video from A Single Image.

Xuanchi Ren, Xiaolong Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Do Generative Models Know Disentanglement? Contrastive Learning is All You Need.

Xuanchi Ren, Tao Yang, Yuwang Wang, Wenjun Zeng

CoRR, 2021

GroupifyVAE: from Group-based Definition to VAE-based Unsupervised Representation Disentanglement.

Tao Yang, Xuanchi Ren, Yuwang Wang, Wenjun Zeng, Nanning Zheng, Pengju Ren

CoRR, 2021

Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement.

Xuanchi Ren, Tao Yang, Yuwang Wang, Wenjun Zeng

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving.

Xuanchi Ren, Tao Yang, Li Erran Li, Alexandre Alahi, Qifeng Chen

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Video Deblurring by Fitting to Test Data.

Xuanchi Ren, Zian Qian, Qifeng Chen

CoRR, 2020

Self-supervised Dance Video Synthesis Conditioned on Music.

Xuanchi Ren, Haoran Li, Zijian Huang, Qifeng Chen

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019

Music-oriented Dance Video Synthesis with Pose Perceptual Loss.

Xuanchi Ren, Haoran Li, Zijian Huang, Qifeng Chen

CoRR, 2019