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Research Labs
3D Deep Learning
Applied Research
Autonomous Vehicles
Deep Imagination
Dynamic Vision and Learning
Learning and Perception
Perception, Action and Reasoning
Real-Time Graphics
Robotics
Publications
AI Playground
New and Featured
AI Art Gallery
NGC Demos
Research Areas
AI & Machine Learning
3D Deep Learning
Computer Vision
Robotics
All Areas
Careers
Academic Collaborations
Government Collaborations
Graduate Fellowship
Internships
Research Openings
Research Scientists
Meet the Team
Licensing
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People
Arun Mallya
Main Field of Interest
Computer Vision
Google Scholar
https://scholar.google.com/citations?user=9OZvCVMAAAAJ&hl=en
Publications
2022
A-ViT: Adaptive Tokens for Efficient Vision Transformer
Hongxu Danny Yin
,
Arash Vahdat
, Jose M. Alvarez,
Arun Mallya
,
Jan Kautz
,
Pavlo Molchanov
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 (Ora…
2021
One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing
Ting-Chun Wang
,
Arun Mallya
,
Ming-Yu Liu
CVPR
See through Gradients: Image Batch Recovery via GradInversion
Hongxu Danny Yin
,
Arun Mallya
,
Arash Vahdat
, Jose M. Alvarez,
Jan Kautz
,
Pavlo Molchanov
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021
2020
UNAS: Differentiable Architecture Search Meets Reinforcement Learning
Arash Vahdat
,
Arun Mallya
,
Ming-Yu Liu
,
Jan Kautz
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021
World-Consistent Video-to-Video Synthesis
Arun Mallya
,
Ting-Chun Wang
, Karan Sapra,
Ming-Yu Liu
ECCV
Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion
Hongxu Danny Yin
,
Pavlo Molchanov
, Jose M. Alvarez, Zhizhong Li,
Arun Mallya
, Derek Hoiem, Niraj K. Jha,
Jan Kautz
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020 (Ora…
2019
Few-Shot Unsupervised Image-to-Image Translation
Ming-Yu Liu
,
Xun Huang
,
Arun Mallya
,
Tero Karras
,
Timo Aila
,
Jaakko Lehtinen
,
Jan Kautz
ICCV
Importance Estimation for Neural Network Pruning
Pavlo Molchanov
,
Arun Mallya
,
Stephen Tyree
,
Iuri Frosio
,
Jan Kautz
CVPR2019