Shagun Sodhani
TitleCited byYear
On training recurrent neural networks for lifelong learning
S Sodhani, S Chandar, Y Bengio
arXiv preprint arXiv:1811.07017, 2018
Conversational agent for search
B Krishnamurthy, S Sodhani, A Arora, M Aggarwal
US Patent App. 15/419,497, 2018
Survey of recent advances in visual question answering
S Pandhre, S Sodhani
arXiv preprint arXiv:1709.08203, 2017
Recurrent independent mechanisms
A Goyal, A Lamb, J Hoffmann, S Sodhani, S Levine, Y Bengio, ...
arXiv preprint arXiv:1909.10893, 2019
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
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
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
Environments for lifelong reinforcement learning
K Khetarpal, S Sodhani, S Chandar, D Precup
arXiv preprint arXiv:1811.10732, 2018
Toward Training Recurrent Neural Networks for Lifelong Learning
S Sodhani, S Chandar, Y Bengio
Neural computation 32 (1), 1-35, 2020
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
Classification Training Techniques to Map Datasets to a Standardized Data Model
S Sodhani, B Krishnamurthy
US Patent App. 15/660,547, 2019
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
Recommendations based on feature usage in applications
N Puri, S Sodhani
US Patent App. 15/705,042, 2018
Reinforcement Learning Based Conversational Search Assistant.
M Aggarwal, A Arora, S Sodhani, B Krishnamurthy
CoRR, 2017
Learning competitive ensemble of information-constrained primitives
S Sodhani
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
Caption Association Techniques
S Sodhani, K Garg, B Krishnamurthy
US Patent App. 15/925,059, 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
Digital Image Search Based On Arbitrary Image Features
S Sodhani, N Puri
US Patent App. 15/831,160, 2019
Attending over Triads for Learning Signed Network Embedding
S Sodhani, M Qu, J Tang
Frontiers in Big Data 2, 13, 2019
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