Shagun Sodhani
Title
Cited by
Cited by
Year
On training recurrent neural networks for lifelong learning
S Sodhani, S Chandar, Y Bengio
arXiv preprint arXiv:1811.07017, 2018
112018
Conversational agent for search
B Krishnamurthy, S Sodhani, A Arora, M Aggarwal
US Patent App. 15/419,497, 2018
82018
Survey of recent advances in visual question answering
S Pandhre, S Sodhani
arXiv preprint arXiv:1709.08203, 2017
72017
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
42019
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
Learning Existing Social Conventions via Observationally Augmented Self-Play
A Lerer, A Peysakhovich
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 107-114, 2019
32019
Environments for lifelong reinforcement learning
K Khetarpal, S Sodhani, S Chandar, D Precup
arXiv preprint arXiv:1811.10732, 2018
32018
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
32018
Recommendations based on feature usage in applications
N Puri, S Sodhani
US Patent 10,536,580, 2020
12020
Toward Training Recurrent Neural Networks for Lifelong Learning
S Sodhani, S Chandar, Y Bengio
Neural computation 32 (1), 1-35, 2020
12020
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
12019
Classification Training Techniques to Map Datasets to a Standardized Data Model
S Sodhani, B Krishnamurthy
US Patent App. 15/660,547, 2019
12019
Reinforcement Learning Based Conversational Search Assistant.
M Aggarwal, A Arora, S Sodhani, B Krishnamurthy
CoRR, 2017
1*2017
Evaluating Logical Generalization in Graph Neural Networks
K Sinha, S Sodhani, J Pineau, WL Hamilton
arXiv preprint arXiv:2003.06560, 2020
2020
Invariant Causal Prediction for Block MDPs
A Zhang, C Lyle, S Sodhani, A Filos, M Kwiatkowska, J Pineau, Y Gal, ...
arXiv preprint arXiv:2003.06016, 2020
2020
Digital image search based on arbitrary image features
S Sodhani, N Puri
US Patent 10,558,887, 2020
2020
Learning competitive ensemble of information-constrained primitives
S Sodhani
2019
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
2019
Caption Association Techniques
S Sodhani, K Garg, B Krishnamurthy
US Patent App. 15/925,059, 2019
2019
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
2019
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