David W. Jacobs
- End-to-end Recovery of Human Shape and Pose
2017/12/18 by Angjoo Kanazawa, Michael J. Black, Kanazawa, Angjoo +5 · 83 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- Autoregressive Perturbations for Data Poisoning
2022/06/08 by Pedro Sandoval-Segura, Sandoval-Segura, Pedro, Vasu Singla +9 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- Riemannian Metric Learning for Symmetric Positive Definite Matrices
2015/01/10 by Raviteja Vemulapalli, David W. Jacobs, Vemulapalli, Raviteja +1 · 5 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Machine Learning (cs.LG) #cs.CV #cs.LG
- Rethinking Score Distillation as a Bridge Between Image Distributions
2024/06/13 by David McAllister, McAllister, David, Songwei Ge +11 · 12 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Neural Networks and Applications
- A New Rank Constraint on Multi-view Fundamental Matrices, and its\n Application to Camera Location Recovery
2017/02/09 by Soumyadip Sengupta, Sengupta, Soumyadip, Tal Amir +11 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Sparse and Compressive Sensing Techniques
- Seeing What Is Not There: Learning Context to Determine Where Objects Are Missing
2017/02/26 by Jin Sun, David W. Jacobs, Sun, Jin +1 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Surveillance and Tracking Methods
- Deep Hierarchical Parsing for Semantic Segmentation
2015/03/09 by Abhishek Sharma, Oncel Tuzel, Sharma, Abhishek +3 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #cs.CV
- Learning 3D Deformation of Animals from 2D Images
2015/07/28 by Angjoo Kanazawa, Kanazawa, Angjoo, Shahar Z. Kovalsky +5 · 1 citation
Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Human Pose and Action Recognition
- Fast Light-Weight Near-Field Photometric Stereo
2022/03/30 by Daniel Lichy, Soumyadip Sengupta, Lichy, Daniel +3 · 1 citation
Computer Science · Environmental Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Remote Sensing and LiDAR Applications
- MyTimeMachine: Personalized Facial Age Transformation
2024/11/21 by Luchao Qi, Qi, Luchao, Jiaye Wu +9 · 2 citations
Arts and Humanities · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fashion and Cultural Textiles