| PackNet: Adding multiple tasks to a single network by iterative pruning A Mallya, S Lazebnik Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017 | 711 | 2017 |
| Few-shot unsupervised image-to-image translation MY Liu, X Huang, A Mallya, T Karras, T Aila, J Lehtinen, J Kautz Proceedings of the IEEE International Conference on Computer Vision, 2019, 2019 | 582 | 2019 |
| Importance estimation for neural network pruning P Molchanov, A Mallya, S Tyree, I Frosio, J Kautz Proceedings of the IEEE International Conference on Computer Vision, 2019, 2019 | 569 | 2019 |
| Piggyback: Adapting a single network to multiple tasks by learning to mask weights A Mallya, D Davis, S Lazebnik Proceedings of the European Conference on Computer Vision, 2018, 2018 | 485 | 2018 |
| Dreaming to distill: Data-free knowledge transfer via DeepInversion H Yin, P Molchanov, JM Alvarez, Z Li, A Mallya, D Hoiem, NK Jha, J Kautz Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 303 | 2020 |
| Phrase localization and visual relationship detection with comprehensive image-language cues BA Plummer, A Mallya, CM Cervantes, J Hockenmaier, S Lazebnik Proceedings of the IEEE International Conference on Computer Vision, 2017, 2017 | 206 | 2017 |
| See through gradients: Image batch recovery via gradinversion H Yin, A Mallya, A Vahdat, JM Alvarez, J Kautz, P Molchanov Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 177 | 2021 |
| One-shot free-view neural talking-head synthesis for video conferencing TC Wang, A Mallya, MY Liu Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 152 | 2021 |
| Learning informative edge maps for indoor scene layout prediction A Mallya, S Lazebnik Proceedings of the IEEE International Conference on Computer Vision, 2015, 2015 | 150 | 2015 |
| Learning models for actions and person-object interactions with transfer to question answering A Mallya, S Lazebnik Proceedings of the European Conference on Computer Vision, 2016, 2016 | 133 | 2016 |
| Generative adversarial networks for image and video synthesis: Algorithms and applications MY Liu, X Huang, J Yu, TC Wang, A Mallya Proceedings of the IEEE, 2021, 2020 | 83 | 2020 |
| World-Consistent Video-to-Video Synthesis A Mallya, TC Wang, K Sapra, MY Liu Proceedings of the European Conference on Computer Vision, 2020, 2020 | 67 | 2020 |
| Contextual translation embedding for visual relationship detection and scene graph generation ZS Hung, A Mallya, S Lazebnik IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 2020 | 59 | 2020 |
| GANcraft: Unsupervised 3d neural rendering of Minecraft worlds Z Hao, A Mallya, S Belongie, MY Liu Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 58 | 2021 |
| Part localization using multi-proposal consensus for fine-grained categorization KJ Shih, A Mallya, S Singh, D Hoiem Proceedings of the British Machine Vision Conference, 2015, 2015 | 49 | 2015 |
| A-vit: Adaptive tokens for efficient vision transformer H Yin, A Vahdat, JM Alvarez, A Mallya, J Kautz, P Molchanov Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 45 | 2022 |
| Local learning for mining outlier subgraphs from network datasets M Gupta, A Mallya, S Roy, HDC Jason, J Han SIAM International Conference on Data Mining 2014, SDM 2014, 2014 | 44 | 2014 |
| Multimodal conditional image synthesis with product-of-experts GANS X Huang, A Mallya, TC Wang, MY Liu European Conference on Computer Vision, 91-109, 2022 | 37 | 2022 |
| UNAS: Differentiable architecture search meets reinforcement learning A Vahdat, A Mallya, MY Liu, J Kautz Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 26 | 2020 |
| Recurrent models for situation recognition A Mallya, S Lazebnik Proceedings of the IEEE International Conference on Computer Vision, 2017, 2017 | 23 | 2017 |
Ming-Yu LiuSenior Director of Research at NVIDIAVerified email at nvidia.com
