Ren, Xuanchi
- GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control
2025/03/05 by Ren, Xuanchi, Shen, Tianchang, Huang, Jiahui +7 · 86 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies
2023/12/06 by Ren, Xuanchi, Huang, Jiahui, Zeng, Xiaohui +3 · 38 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
- Difix3D+: Improving 3D Reconstructions with Single-Step Diffusion Models
2025/03/03 by Jay Zhangjie Wu, Yuxuan Zhang, Wu, Jay Zhangjie +15 · 39 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
- ViPE: Video Pose Engine for 3D Geometric Perception
2025/08/12 by Jiahui Huang, Huang, Jiahui, Qunjie Zhou +27 · 1 voice · 40 citations
#cs.CV #cs.GR #cs.RO #eess.IV
- SCube: Instant Large-Scale Scene Reconstruction using VoxSplats
2024/10/26 by Xuanchi Ren, Yifan Lu, Ren, Xuanchi +15 · 15 citations
Computer Science · #Computer Graphics and Visualization Techniques #Medical Image Segmentation Techniques #Advanced Vision and Imaging
- Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control
2025/03/18 by NVIDIA, :, Alhaija, Hassan Abu +38 · 21 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models
2024/12/05 by Lu, Yifan, Ren, Xuanchi, Yang, Jiawei +8 · 16 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- fVDB: A Deep-Learning Framework for Sparse, Large-Scale, and High-Performance Spatial Intelligence
2024/07/01 by Williams, Francis, Huang, Jiahui, Swartz, Jonathan +9 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
- Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models
2025/06/10 by Xuanchi Ren, Ren, Xuanchi, Yifan Lu +29 · 20 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Look Outside the Room: Synthesizing A Consistent Long-Term 3D Scene Video from A Single Image
2022/03/17 by Ren, Xuanchi, Wang, Xiaolong · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Blind Video Deflickering by Neural Filtering with a Flawed Atlas
2023/03/14 by Chenyang Lei, Lei, Chenyang, Xuanchi Ren +5 · 3 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image Processing Techniques and Applications
- Video Deblurring by Fitting to Test Data
2020/12/09 by Ren, Xuanchi, Qian, Zian, Chen, Qifeng · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- World Simulation with Video Foundation Models for Physical AI
2025/10/28 by Nvidia Nvidia, NVIDIA, : +170 · 14 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Reinforcement Learning in Robotics
- Towards Building A Group-based Unsupervised Representation Disentanglement Framework
2021/02/20 by Yang, Tao, Ren, Xuanchi, Wang, Yuwang +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View
2021/02/21 by Ren, Xuanchi, Yang, Tao, Wang, Yuwang +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving
2021/09/03 by Ren, Xuanchi, Yang, Tao, Li, Li Erran +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation
2025/09/23 by Bahmani, Sherwin, Shen, Tianchang, Ren, Jiawei +10 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)