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Arnab Mondal
Arnab Mondal
PhD Candidate, Mcgill University and Mila
Bestätigte E-Mail-Adresse bei mail.mcgill.ca - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Few-shot 3d multi-modal medical image segmentation using generative adversarial learning
AK Mondal, J Dolz, C Desrosiers
arXiv preprint arXiv:1810.12241, 2018
1542018
Equivariance with learned canonicalization functions
SO Kaba*, AK Mondal*, Y Zhang, Y Bengio, S Ravanbakhsh
International Conference on Machine Learning, 15546-15566, 2023
402023
Revisiting CycleGAN for semi-supervised segmentation
AK Mondal, A Agarwal, J Dolz, C Desrosiers
arXiv preprint arXiv:1908.11569, 2019
382019
Group equivariant deep reinforcement learning
AK Mondal, P Nair, K Siddiqi
ICML workshop on Inductive Biases, Invariances and Generalization in …, 2020
302020
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
252020
EqR: Equivariant representations for data-efficient reinforcement learning
AK Mondal, V Jain, K Siddiqi, S Ravanbakhsh
International Conference on Machine Learning, 15908-15926, 2022
232022
-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
202022
Investigating power laws in deep representation learning
A Ghosh*, AK Mondal*, KK Agrawal*, B Richards
arXiv preprint arXiv:2202.05808, 2022
182022
Structuring Representations Using Group Invariants
M Shakerinava*, AK Mondal*, S Ravanbakhsh
Advances in Neural Information Processing Systems, 2022
152022
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
112018
Equivariant adaptation of large pretrained models
AK Mondal, SS Panigrahi, O Kaba, SR Mudumba, S Ravanbakhsh
Advances in Neural Information Processing Systems 36, 50293-50309, 2023
102023
Mini-batch graphs for robust image classification
AK Mondal*, V Jain*, K Siddiqi
BMVC 2021, 2021
102021
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
52015
Improved Canonicalization for Model Agnostic Equivariance
SS Panigrahi, AK Mondal
arXiv preprint arXiv:2405.14089, 2024
2024
HumMUSS: Human Motion Understanding using State Space Models
AK Mondal, S Alletto, D Tome
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 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
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