Voleti, Vikram
- Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets
2023/11/25 by Andreas Blattmann, Blattmann, Andreas, Tim Dockhorn +21 · 460 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Objaverse-XL: A Universe of 10M+ 3D Objects
2023/07/11 by Deitke, Matt, Liu, Ruoshi, Wallingford, Matthew +14 · 136 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion
2024/03/18 by Vikram Voleti, Voleti, Vikram, Chun-Han Yao +15 · 73 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Accounting for Variance in Machine Learning Benchmarks
2021/03/01 by Xavier Bouthillier, Pierre Delaunay, Bouthillier, Xavier +31 · 2 voices · 15 citations
Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
- MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation
2022/05/19 by Vikram Voleti, Voleti, Vikram, Alexia Jolicoeur‐Martineau +3 · 26 citations
Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Model Reduction and Neural Networks
- Stable Virtual Camera: Generative View Synthesis with Diffusion Models
2025/03/18 by Zhou, Jensen, Gao, Hang, Voleti, Vikram +6 · 63 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SV4D: Dynamic 3D Content Generation with Multi-Frame and Multi-View Consistency
2024/07/24 by Xie, Yiming, Yao, Chun-Han, Voleti, Vikram +2 · 31 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Score-based Diffusion Models in Function Space
2023/02/14 by Jae Hyun Lim, Lim, Jae Hyun, Nikola Kovachki +23 · 15 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #46B09 (Primary) #60J22 (Secondary) #Cell Image Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #I.2.6 #J.2 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- gradSim: Differentiable simulation for system identification and visuomotor control
2021/04/06 by Miles Macklin, Jatavallabhula, Krishna Murthy, Florian Golemo +24 · 10 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Human Pose and Action Recognition #Human Motion and Animation
- SV4D 2.0: Enhancing Spatio-Temporal Consistency in Multi-View Video Diffusion for High-Quality 4D Generation
2025/03/20 by Yao, Chun-Han, Xie, Yiming, Voleti, Vikram +2 · 16 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- HouseCrafter: Lifting Floorplans to 3D Scenes with 2D Diffusion Model
2024/06/28 by Hieu T. Nguyen, Yiwen Chen, Nguyen, Hieu T. +7 · 4 citations
Engineering · #Architecture and Computational Design #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation
2019/07/31 by Michalski, Vincent, Voleti, Vikram, Kahou, Samira Ebrahimi +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules
2020/06/30 by Mittal, Sarthak, Lamb, Alex, Goyal, Anirudh +5 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- SMPL-IK: Learned Morphology-Aware Inverse Kinematics for AI Driven Artistic Workflows
2022/08/16 by Voleti, Vikram, Oreshkin, Boris N., Bocquelet, Florent +3 · 1 citation
#FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
- SViM3D: Stable Video Material Diffusion for Single Image 3D Generation
2025/10/09 by Engelhardt, Andreas, Boss, Mark, Voleti, Vikram +3 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)