Arun Mallya
- One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing
2020/11/30 by Ting-Chun Wang, Arun Mallya, Wang, Ting-Chun +3 · 56 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion
2019/12/18 by Hongxu Yin, Yin, Hongxu, Pavlo Molchanov +13 · 32 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis
- See through Gradients: Image Batch Recovery via GradInversion
2021/04/15 by Hongxu Yin, Arun Mallya, Yin, Hongxu +9 · 25 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Implicit Warping for Animation with Image Sets
2022/10/04 by Arun Mallya, Ting-Chun Wang, Mallya, Arun +3 · 9 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Analysis and Summarization
- Piggyback: Adapting a Single Network to Multiple Tasks by Learning to\n Mask Weights
2018/01/19 by Arun Mallya, Dillon Davis, Mallya, Arun +3 · 8 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
- Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications
2020/08/06 by Ming-Yu Liu, Xun Huang, Liu, Ming-Yu +7 · 6 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- SPACE: Speech-driven Portrait Animation with Controllable Expression
2022/11/17 by Siddharth Gururani, Arun Mallya, Gururani, Siddharth +7 · 6 citations
Computer Science · Engineering · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
- World-Consistent Video-to-Video Synthesis
2020/07/16 by Arun Mallya, Ting-Chun Wang, Mallya, Arun +4 · 4 citations
Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Computer Graphics and Visualization Techniques
- Recurrent Models for Situation Recognition
2017/03/18 by Arun Mallya, Svetlana Lazebnik, Mallya, Arun +1 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
- Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models
2024/11/11 by Nvidia Nvidia, NVIDIA, Yuval Atzmon +56 · 6 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- Multimodal Conditional Image Synthesis with Product-of-Experts GANs
2021/12/09 by Xun Huang, Arun Mallya, Huang, Xun +5 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques