Shagun Sodhani
Shagun Sodhani
Facebook AI Research
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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
692019
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
662020
Toward training recurrent neural networks for lifelong learning
S Sodhani, S Chandar, Y Bengio
Neural computation 32 (1), 1-35, 2020
52*2020
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
302019
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
192020
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
112019
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
102018
Survey of recent advances in visual question answering
S Pandhre, S Sodhani
arXiv preprint arXiv:1709.08203, 2017
92017
Evaluating logical generalization in graph neural networks
K Sinha, S Sodhani, J Pineau, WL Hamilton
arXiv preprint arXiv:2003.06560, 2020
72020
Reinforcement Learning Based Conversational Search Assistant
M Aggarwal, A Arora, S Sodhani, B Krishnamurthy
Cornell University Library, 1-11, 2017
5*2017
Learning Robust State Abstractions for Hidden-Parameter Block MDPs
A Zhang, S Sodhani, K Khetarpal, J Pineau
arXiv preprint arXiv:2007.07206, 2020
4*2020
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
42019
Environments for lifelong reinforcement learning
K Khetarpal, S Sodhani, S Chandar, D Precup
arXiv preprint arXiv:1811.10732, 2018
42018
IIRC: Incremental Implicitly-Refined Classification
M Abdelsalam, M Faramarzi, S Sodhani, S Chandar
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
22021
Spatial Co-location Pattern Mining-A new perspective using Graph Database
SV Mehta, S Sodhani, D Patel
arXiv preprint arXiv:1810.09007, 2018
22018
Digital image search based on arbitrary image features
S Sodhani, N Puri
US Patent 10,558,887, 2020
12020
Using natural language processing and deep learning for mapping any schema data to a hierarchical standard data model (xdm)
M Aggarwal, B Krishnamurthy, S Sodhani
US Patent App. 15/921,369, 2019
12019
Attending over Triads for Learning Signed Network Embedding
S Sodhani, M Qu, J Tang
Frontiers in Big Data 2, 13, 2019
12019
Compositional language understanding with text-based relational reasoning
K Sinha, S Sodhani, WL Hamilton, J Pineau
arXiv preprint arXiv:1811.02959, 2018
12018
Multi-Task Reinforcement Learning with Context-based Representations
S Sodhani, A Zhang, J Pineau
arXiv preprint arXiv:2102.06177, 2021
2021
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