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Souradip Chakraborty
Souradip Chakraborty
University of Maryland, College Park | Past : ML Research@Walmart Labs
Bestätigte E-Mail-Adresse bei umd.edu - Startseite
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Zitiert von
Zitiert von
Jahr
On the possibilities of ai-generated text detection
S Chakraborty, AS Bedi, S Zhu, B An, D Manocha, F Huang
arXiv preprint arXiv:2304.04736, 2023
65*2023
BioMedBERT: A pre-trained biomedical language model for QA and IR
S Chakraborty, E Bisong, S Bhatt, T Wagner, R Elliott, F Mosconi
Proceedings of the 28th international conference on computational …, 2020
362020
G-SimCLR: Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling
S Chakraborty, AR Gosthipaty, S Paul
arXiv preprint arXiv:2009.12007, 2020
162020
On the hidden biases of policy mirror ascent in continuous action spaces
AS Bedi, S Chakraborty, A Parayil, BM Sadler, P Tokekar, A Koppel
International Conference on Machine Learning, 1716-1731, 2022
152022
A Survey on the Possibilities & Impossibilities of AI-generated Text Detection
SS Ghosal, S Chakraborty, J Geiping, F Huang, D Manocha, A Bedi
Transactions on Machine Learning Research, 2023
14*2023
Posterior coreset construction with kernelized stein discrepancy for model-based reinforcement learning
S Chakraborty, AS Bedi, P Tokekar, A Koppel, B Sadler, F Huang, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 6980-6988, 2023
82023
Dealing with Sparse Rewards in Continuous Control Robotics via Heavy-Tailed Policy Optimization
S Chakraborty, AS Bedi, K Weerakoon, P Poddar, A Koppel, P Tokekar, ...
2023 IEEE International Conference on Robotics and Automation (ICRA), 989-995, 2023
8*2023
HTRON: Efficient Outdoor Navigation with Sparse Rewards via Heavy Tailed Adaptive Reinforce Algorithm
K Weerakoon, S Chakraborty, N Karapetyan, AJ Sathyamoorthy, AS Bedi, ...
2022 Conference on Robot Learning (CORL'22), 2022
82022
Parl: A unified framework for policy alignment in reinforcement learning
S Chakraborty, A Bedi, A Koppel, H Wang, D Manocha, M Wang, F Huang
The Twelfth International Conference on Learning Representations, 2023
7*2023
High-Dimensional Bayesian Optimization with Invariance
E Verma, S Chakraborty, RR Griffiths
ICML 2022 Workshop on Adaptive Experimental Design and Active Learning, 2022
7*2022
An attempt-Detection of COVID-19 presence from Chest X-ray scans using CNN & Class Activation Maps
S Chakraborty
72020
Steering: Stein information directed exploration for model-based reinforcement learning
S Chakraborty, AS Bedi, A Koppel, M Wang, F Huang, D Manocha
arXiv preprint arXiv:2301.12038, 2023
52023
Learning representation for mixed data types with a nonlinear deep encoder-decoder framework
S Sahoo, S Chakraborty
arXiv preprint arXiv:2009.09634, 2020
42020
Siamese triple ranking convolution network in signature forgery detection
O Chhabra, S Chakraborty
Proceedings of the Alliance International Conference on Artificial …, 2019
42019
Transformers at SemEval-2020 Task 11: Propaganda fragment detection using diversified bert architectures based ensemble learning
E Verma, V Motupalli, S Chakraborty
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 1823-1828, 2020
32020
Rethinking Adversarial Policies: A Generalized Attack Formulation and Provable Defense in Multi-Agent RL
X Liu, S Chakraborty, Y Sun, F Huang
arXiv preprint arXiv:2305.17342, 2023
2*2023
Re-move: An adaptive policy design approach for dynamic environments via language-based feedback
S Chakraborty, K Weerakoon, P Poddar, P Tokekar, AS Bedi, D Manocha
arXiv preprint arXiv:2303.07622, 2023
22023
Graph spectral feature learning for mixed data of categorical and numerical type
S Sahoo, S Chakraborty
2020 25th International Conference on Pattern Recognition (ICPR), 5712-5719, 2021
22021
FairMixRep: Self-supervised Robust Representation Learning for Heterogeneous Data with Fairness constraints
S Chakraborty, E Verma, S Sahoo, J Datta
ICDM DLC Workshop'2020, 2020
22020
System and method for detecting signature forgeries
S Chakraborty, O Chhabra
US Patent App. 16/689,301, 2020
22020
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