Arun Mallya
University of Illinois Urbana-Champaign(US)Nvidia (United States)(US)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Neural Network Applications, Generative Adversarial Networks and Image Synthesis, Advanced Vision and Imaging
Most-Cited Works
- → Few-Shot Unsupervised Image-to-Image Translation(2019)632 cited
- → Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights(2018)586 cited
- → Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion(2020)509 cited
- → See through Gradients: Image Batch Recovery via GradInversion(2021)411 cited
- → One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing(2021)411 cited
- → A-ViT: Adaptive Tokens for Efficient Vision Transformer(2022)276 cited
- → Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications(2021)213 cited
- → Learning Informative Edge Maps for Indoor Scene Layout Prediction(2015)150 cited
- → Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering(2016)118 cited
- → Contextual Translation Embedding for Visual Relationship Detection and Scene Graph Generation(2020)85 cited