| Few-shot 3d multi-modal medical image segmentation using generative adversarial learning AK Mondal, J Dolz, C Desrosiers arXiv preprint arXiv:1810.12241, 2018 | 148 | 2018 |
| Revisiting CycleGAN for semi-supervised segmentation AK Mondal, A Agarwal, J Dolz, C Desrosiers arXiv preprint arXiv:1908.11569, 2019 | 37 | 2019 |
| Group Equivariant Deep Reinforcement Learning AK Mondal, P Nair, K Siddiqi Presented at the ICML 2020 Workshop on Inductive Biases, Invariances and …, 2020 | 29 | 2020 |
| Equivariance with learned canonicalization functions SO Kaba*, AK Mondal*, Y Zhang, Y Bengio, S Ravanbakhsh International Conference on Machine Learning, 15546-15566, 2023 | 26 | 2023 |
| Retinal vessel segmentation under extreme low annotation: A GAN based semi-supervised approach A Lahiri*, V Jain*, A Mondal*, PK Biswas 2020 IEEE International Conference on Image Processing (ICIP), 418-422, 2020 | 25 | 2020 |
| EqR: Equivariant representations for data-efficient reinforcement learning AK Mondal, V Jain, K Siddiqi, S Ravanbakhsh International Conference on Machine Learning, 15908-15926, 2022 | 22 | 2022 |
| -ReQ: Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay KK Agrawal*, AK Mondal*, A Ghosh*, BA Richards Advances in Neural Information Processing Systems, 2022 | 19 | 2022 |
| Investigating power laws in deep representation learning A Ghosh*, AK Mondal*, KK Agrawal*, B Richards arXiv preprint arXiv:2202.05808, 2022 | 16 | 2022 |
| Structuring Representations Using Group Invariants M Shakerinava*, AK Mondal*, S Ravanbakhsh Advances in Neural Information Processing Systems, 2022 | 14 | 2022 |
| Retinal vessel segmentation under extreme low annotation: A generative adversarial network approach A Lahiri, V Jain, A Mondal, PK Biswas arXiv preprint arXiv:1809.01348, 2018 | 11 | 2018 |
| Mini-batch graphs for robust image classification AK Mondal*, V Jain*, K Siddiqi BMVC 2021, 2021 | 10 | 2021 |
| Equivariant adaptation of large pretrained models AK Mondal*, SS Panigrahi*, O Kaba, SR Mudumba, S Ravanbakhsh Advances in Neural Information Processing Systems 36, 2024 | 5 | 2024 |
| Low cost autonomous navigation and control of a mechanically balanced bicycle with dual locomotion mode A Pandey, S Mahajan, A Kosta, D Yadav, V Pandey, S Sahay, S Jha, ... 2015 IEEE International Transportation Electrification Conference (ITEC), 1-10, 2015 | 5 | 2015 |
| HumMUSS: Human Motion Understanding using State Space Models AK Mondal, S Alletto, D Tome arXiv preprint arXiv:2404.10880, 2024 | | 2024 |
| Efficient Dynamics Modeling in Interactive Environments with Koopman Theory AK Mondal, SS Panigrahi, S Rajeswar, K Siddiqi, S Ravanbakhsh The Twelfth International Conference on Learning Representations 2024, 2023 | | 2023 |
| Hyperbolic Deep Reinforcement Learning for Continuous Control O Salemohamed, E Cetin, S Rajeswar, AK Mondal | | 2023 |
| Semi-supervised Semantic Segmentation: Different GAN based approaches AK Mondal Indian Institute of Technology Kharagpur, 2019 | | 2019 |
Siamak RavanbakhshAssistant Professor, McGill UniversityVerified email at cs.mcgill.ca
