Shagun Sodhani
Shagun Sodhani
Facebook AI Research
Verified email at fb.com - Homepage
Title
Cited by
Cited by
Year
Recurrent independent mechanisms
A Goyal, A Lamb, J Hoffmann, S Sodhani, S Levine, Y Bengio, ...
arXiv preprint arXiv:1909.10893, 2019
502019
Toward training recurrent neural networks for lifelong learning
S Sodhani, S Chandar, Y Bengio
Neural computation 32 (1), 1-35, 2020
46*2020
Toward trustworthy AI development: mechanisms for supporting verifiable claims
M Brundage, S Avin, J Wang, H Belfield, G Krueger, G Hadfield, H Khlaaf, ...
arXiv preprint arXiv:2004.07213, 2020
432020
Clutrr: A diagnostic benchmark for inductive reasoning from text
K Sinha, S Sodhani, J Dong, J Pineau, WL Hamilton
arXiv preprint arXiv:1908.06177, 2019
242019
Conversational agent for search
B Krishnamurthy, S Sodhani, A Arora, M Aggarwal
US Patent 10,713,317, 2020
182020
Invariant causal prediction for block mdps
A Zhang, C Lyle, S Sodhani, A Filos, M Kwiatkowska, J Pineau, Y Gal, ...
International Conference on Machine Learning, 11214-11224, 2020
152020
Survey of recent advances in visual question answering
S Pandhre, S Sodhani
arXiv preprint arXiv:1709.08203, 2017
92017
Identifying significant anomalous segments of a metrics dataset
SS Sheth, S Sodhani, R Bajaj, N Goel, M Awasthi, K Malik, H Rathi, ...
US Patent 10,129,274, 2018
72018
Reinforcement learning with competitive ensembles of information-constrained primitives
A Goyal, S Sodhani, J Binas, XB Peng, S Levine, Y Bengio
arXiv preprint arXiv:1906.10667, 2019
62019
Evaluating logical generalization in graph neural networks
K Sinha, S Sodhani, J Pineau, WL Hamilton
arXiv preprint arXiv:2003.06560, 2020
52020
Reinforcement Learning Based Conversational Search Assistant.
M Aggarwal, A Arora, S Sodhani, B Krishnamurthy
CoRR, 2017
5*2017
Environments for lifelong reinforcement learning
K Khetarpal, S Sodhani, S Chandar, D Precup
arXiv preprint arXiv:1811.10732, 2018
42018
Recommendations based on feature usage in applications
N Puri, S Sodhani
US Patent 10,536,580, 2020
32020
Learning powerful policies by using consistent dynamics model
S Sodhani, A Goyal, T Deleu, Y Bengio, S Levine, J Tang
arXiv preprint arXiv:1906.04355, 2019
32019
Caption association techniques
S Sodhani, K Garg, B Krishnamurthy
US Patent 10,915,701, 2021
22021
Classification training techniques to map datasets to a standardized data model
S Sodhani, B Krishnamurthy
US Patent 10,902,322, 2021
22021
IIRC: Incremental Implicitly-Refined Classification
M Abdelsalam, M Faramarzi, S Sodhani, S Chandar
arXiv preprint arXiv:2012.12477, 2020
22020
Learning Robust State Abstractions for Hidden-Parameter Block MDPs
A Zhang, S Sodhani, K Khetarpal, J Pineau
International Conference on Learning Representations, 2020
2*2020
Using deep learning techniques to determine the contextual reading order in a form document
S Sodhani, K Garg, B Krishnamurthy
US Patent 10,423,828, 2019
22019
Spatial Co-location Pattern Mining-A new perspective using Graph Database
SV Mehta, S Sodhani, D Patel
arXiv preprint arXiv:1810.09007, 2018
22018
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