Arun Mallya

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Nvidia Research

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My research focus is on doing more with neural networks.

Papers27 papers

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One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing

Ting-Chun Wang,Arun Mallya,Ming-Yu Liu

Bibtex

Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications

Ming-Yu Liu, Xun Huang, Jiahui Yu, Ting-Chun Wang,Arun Mallya

Bibtex

World-Consistent Video-to-Video Synthesis

Arun Mallya, Ting-Chun Wang,Karan Sapra, Ming-Yu Liu

Bibtex

Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion

Hongxu Yin,Pavlo Molchanov,Jose M. Alvarez,Zhizhong Li,Arun Mallya,Derek Hoiem,Niraj K. Jha,Jan Kautz

CVPR, pp.8712-8721, (2020)

Cited by6EIBibtex

Contextual Translation Embedding for Visual Relationship Detection and Scene Graph Generation

Zih-Siou Hung,Arun Mallya,Svetlana Lazebnik

IEEE transactions on pattern analysis and machine intelligence, pp.1-1, (2020)

Cited by5WOSBibtex

Few-Shot Unsupervised Image-to-Image Translation

Ming-Yu Liu,Xun Huang,Arun Mallya,Tero Karras,Timo Aila,Jaakko Lehtinen,Jan Kautz

ICCV, pp.10550-10559, (2019)

Cited by67EIBibtex

UNAS: Differentiable Architecture Search Meets Reinforcement Learning

Vahdat Arash,Mallya Arun,Liu Ming-Yu,Kautz Jan

CVPR, pp.11263-11272, (2019)

EIBibtex

Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion

Yin Hongxu,Molchanov Pavlo,Li Zhizhong,Alvarez Jose M.,Mallya Arun,Hoiem Derek,Jha Niraj K.,Kautz Jan

Cited by6Bibtex

Importance Estimation for Neural Network Pruning

Pavlo Molchanov,Arun Mallya,Stephen Tyree,Iuri Frosio,Jan Kautz

CVPR, (2019): 11264-11272

Cited by42EIBibtex

Union Visual Translation Embedding for Visual Relationship Detection and Scene Graph Generation

Zih-Siou Hung,Arun Mallya,Svetlana Lazebnik

arXiv: Computer Vision and Pattern Recognition, (2019)

EIBibtex

Few-Shot Unsupervised Image-to-Image Translation

Ming-Yu Liu,Xun Huang,Arun Mallya,Tero Karras,Timo Aila,Jaakko Lehtinen,Jan Kautz

arXiv: Computer Vision and Pattern Recognition, (2019)

Cited by121EIBibtex

PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning

Arun Mallya,Svetlana Lazebnik

computer vision and pattern recognition, (2018)

Cited by172EIBibtex

Piggyback: Adding Multiple Tasks to a Single, Fixed Network by Learning to Mask

Arun Mallya,Svetlana Lazebnik

arXiv: Computer Vision and Pattern Recognition, (2018)

EIBibtex

Combining Multiple Cues for Visual Madlibs Question Answering

Tatiana Tommasi,Arun Mallya, Bryan Plummer,Svetlana Lazebnik,Alexander C. Berg,Tamara L. Berg

International Journal of Computer Vision, pp.1-23, (2018)

Cited by9EIBibtex

Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights

Arun Mallya, Dillon Davis,Svetlana Lazebnik

ECCV, pp.72-88, (2018)

Cited by137EIBibtex

Phrase Localization and Visual Relationship Detection with Comprehensive Image-Language Cues

Bryan A. Plummer,Arun Mallya, Christopher M. Cervantes,Julia Hockenmaier,Svetlana Lazebnik

ICCV, pp.1946-1955, (2017)

Cited by124EIBibtex

Recurrent Models for Situation Recognition

Arun Mallya,Svetlana Lazebnik

ICCV, (2017)

Cited by17EIBibtex

Some RNN Variants

Arun Mallya

(2017)

Cited by3Bibtex

Solving Visual Madlibs with Multiple Cues

Tatiana Tommasi,Arun Mallya, Bryan A. Plummer,Svetlana Lazebnik,Alexander C. Berg,Tamara L. Berg

BMVC, (2016)

Cited by15EIBibtex

Unsupervised network pretraining via encoding human design

Ming-Yu Liu,Arun Mallya,Oncel Tuzel,Xi Chen

WACV, pp.1-9, (2016)

Cited by6EIBibtex

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Arun MallyaBinding

Papers27 papers

Arun Mallya