Deqing Sun
- Lumiere: A Space-Time Diffusion Model for Video Generation
2024/01/23 by Omer Bar-Tal, Hila Chefer, Bar-Tal, Omer +31 · 5 voices · 70 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 · 127 citations
Engineering · Mathematics · #Robotic Mechanisms and Dynamics #Mathematics and Applications #Advanced Numerical Analysis Techniques
- DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes
2023/12/13 by Xiaoyu Zhou, Lin Zhiwei, Zhou, Xiaoyu +9 · 71 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Advanced Image and Video Retrieval 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 · 59 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, Zizhang Li, Sargent, Kyle +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
- Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens
2024/10/17 by Lijie Fan, Fan, Lijie, Tianhong Li +15 · 39 citations
Computer Science · Arts and Humanities · #Computer Graphics and Visualization Techniques #Digital Humanities and Scholarship #Artificial Intelligence in Games
- Probing the 3D Awareness of Visual Foundation Models
2024/04/12 by Mohamed El Banani, Amit Raj, Banani, Mohamed El +17 · 29 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- 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
- LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding
2023/03/16 by Gen Li, Varun Jampani, Li, Gen +5 · 12 citations
Computer Science · Engineering · #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Human Pose and Action Recognition
- One-Shot Open Affordance Learning with Foundation Models
2023/11/29 by Gen Li, Li, Gen, Deqing Sun +5 · 14 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robot Manipulation and Learning
- 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
- Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation
2018/09/14 by Deqing Sun, Xiaodong Yang, Sun, Deqing +5 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections
2022/05/31 by Mark Boss, Andreas Engelhardt, Boss, Mark +13 · 5 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
- 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
- Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera\n Motion, Optical Flow and Motion Segmentation
2018/05/24 by Anurag Ranjan, Varun Jampani, Ranjan, Anurag +11 · 2 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Processing Techniques and Applications
- Video Stitching for Linear Camera Arrays
2019/07/31 by Wei‐Sheng Lai, Orazio Gallo, Lai, Wei-Sheng +9 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Stabilization
- SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild
2024/01/18 by Andreas Engelhardt, Engelhardt, Andreas, Amit Raj +19 · 4 citations
Computer Science · Earth and Planetary Sciences · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Surveying and Cultural Heritage
- ContactArt: Learning 3D Interaction Priors for Category-level Articulated Object and Hand Poses Estimation
2023/05/02 by Zehao Zhu, Zhu, Zehao, Jiashun Wang +9 · 2 citations
Computer Science · Engineering · #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Robot Manipulation and Learning
- 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
- Fine-grained Controllable Video Generation via Object Appearance and Context
2023/12/05 by Hsin–Ping Huang, Yu-Chuan Su, Huang, Hsin-Ping +11 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications