Charles Herrmann
- Lumiere: A Space-Time Diffusion Model for Video Generation
2024/01/23 by Omer Bar-Tal, Hila Chefer, Bar-Tal, Omer +31 · 5 voices · 69 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging
- MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion
2024/10/04 by Junyi Zhang, Zhang, Junyi, Charles Herrmann +13 · 125 citations
Engineering · Mathematics · #Robotic Mechanisms and Dynamics #Mathematics and Applications #Advanced Numerical Analysis Techniques
- A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence
2023/05/24 by Junyi Zhang, Charles Herrmann, Zhang, Junyi +11 · 57 citations
Computer Science · Medicine · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Radiomics and Machine Learning in Medical Imaging
- Kubric: A scalable dataset generator
2022/03/07 by Klaus Greff, Francois Belletti, Greff, Klaus +65 · 39 citations
Environmental Science · Computer Science · #Remote Sensing and LiDAR Applications #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques
- ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Image
2023/10/27 by Kyle Sargent, Sargent, Kyle, Zizhang Li +19 · 35 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Enhancement Techniques
- The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation
2023/06/02 by Saurabh Saxena, Charles Herrmann, Saxena, Saurabh +11 · 1 voice · 17 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Cell Image Analysis Techniques #cs.CV
- AutoFlow: Learning a Better Training Set for Optical Flow
2021/04/29 by Deqing Sun, Sun, Deqing, Daniel Vlasic +15 · 4 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
- Force Prompting: Video Generation Models Can Learn and Generalize Physics-based Control Signals
2025/05/26 by Nate Gillman, Charles Herrmann, Gillman, Nate +11 · 11 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Control Systems and Identification #FOS: Computer and information sciences #Model Reduction and Neural Networks
- A Simple Approach to Unifying Diffusion-based Conditional Generation
2024/10/15 by Xirui Li, Charles Herrmann, Li, Xirui +11 · 4 citations
Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #VLSI and FPGA Design Techniques
- Self-supervised AutoFlow
2022/12/04 by Hsin–Ping Huang, Huang, Hsin-Ping, Charles Herrmann +13 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
- Substance or Style: What Does Your Image Embedding Know?
2023/07/10 by Cyrus Rashtchian, Charles Herrmann, Rashtchian, Cyrus +13 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Authorship Attribution and Profiling #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling