Mallya, Arun

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

Mallya, A., & Lazebnik, S. (2018) · 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 1,258

Importance Estimation for Neural Network Pruning

Molchanov, P., Mallya, A., Tyree, S., Frosio, I., & Kautz, J. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsMachine Learning and Data Classification

Cited by 983

Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion

Yin, H., Molchanov, P., Alvarez, J. M., Li, Z., Mallya, A., Hoiem, D., Jha, N. K., & Kautz, J. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Generative Adversarial Networks and Image SynthesisDomain Adaptation and Few-Shot Learning

Cited by 540

A-ViT: Adaptive Tokens for Efficient Vision Transformer

Yin, H., Vahdat, A., Alvarez, J. M., Mallya, A., Kautz, J., & Molchanov, P. (2022) · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 360

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

Liu, M.-Y., Huang, X., Yu, J., Wang, T.-C., & Mallya, A. (2021) · Proceedings of the IEEE

Generative Adversarial Networks and Image SynthesisDigital Media Forensic Detection

Cited by 236

Multimodal Conditional Image Synthesis with Product-of-Experts GANs

Huang, X., Mallya, A., Wang, T.-C., & Liu, M.-Y. (2022) · Lecture Notes in Computer Science

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 73