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Akhilesh Deepak Gotmare
Akhilesh Deepak Gotmare
Salesforce Research
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Title
Cited by
Cited by
Year
Align before fuse: Vision and language representation learning with momentum distillation
J Li, R Selvaraju, A Gotmare, S Joty, C Xiong, SCH Hoi
Advances in Neural Information Processing Systems (NeurIPS 2021) 34, 9694-9705, 2021
14652021
GeDi: Generative Discriminator Guided Sequence Generation
B Krause*, AD Gotmare*, B McCann, NS Keskar, S Joty, R Socher, ...
Findings of the Association for Computational Linguistics: EMNLP 2021, 2020
3232020
A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation
A Gotmare, NS Keskar, C Xiong, R Socher
International Conference on Learning Representations (ICLR) 2019, 2018
2892018
Codet5+: Open code large language models for code understanding and generation
Y Wang, H Le, AD Gotmare, NDQ Bui, J Li, SCH Hoi
arXiv preprint arXiv:2305.07922, 2023
1992023
Coderl: Mastering code generation through pretrained models and deep reinforcement learning
H Le, Y Wang, AD Gotmare, S Savarese, SCH Hoi
Advances in Neural Information Processing Systems (NeurIPS 2022), 2022
1922022
Nonlinear system identification using a cuckoo search optimized adaptive Hammerstein model
A Gotmare, R Patidar, NV George
Expert systems with applications 42 (5), 2538-2546, 2015
1242015
Swarm and evolutionary computing algorithms for system identification and filter design: A comprehensive review
A Gotmare, SS Bhattacharjee, R Patidar, NV George
Swarm and Evolutionary Computation 32, 68-84, 2017
892017
Using mode connectivity for loss landscape analysis
A Gotmare, NS Keskar, C Xiong, R Socher
ICML 2018 Workshop on Modern Trends in Nonconvex Optimization for Machine …, 2018
282018
Decoupling backpropagation using constrained optimization methods
A Gotmare*, V Thomas*, J Brea, M Jaggi
ICML 2018 Workshop on Efficient Credit assignment in Deep Learning and Deep …, 2018
172018
Codetf: One-stop transformer library for state-of-the-art code llm
NDQ Bui, H Le, Y Wang, J Li, AD Gotmare, SCH Hoi
arXiv preprint arXiv:2306.00029, 2023
162023
Cascaded fast and slow models for efficient semantic code search
AD Gotmare, J Li, S Joty, SCH Hoi
arXiv preprint arXiv:2110.07811, 2021
72021
CH 2021. Align before fuse: Vision and language representation learning with momentum distillation
J Li, R Selvaraju, A Gotmare, S Joty, C Xiong, S Hoi
Advances in Neural Information Processing Systems 34, 0
7
Generative-discriminative language modeling for controllable text generation
B Krause, AD Gotmare
US Patent 11,481,552, 2022
62022
Unsupervised robust nonparametric learning of hidden community properties
M Langovoy, A Gotmare, M Jaggi
Mathematical Foundations of Computing 2 (2), 127-147, 2019
22019
CodeT5Mix: A Pretrained Mixture of Encoder-decoder Transformers for Code Understanding and Generation
Y Wang, H Le, AD Gotmare, J Li, S Hoi
12022
Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer Models
AD Gotmare, J Li, S Joty, SCH Hoi
Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023
2023
Systems and methods for program synthesis
H Le, Y Wang, AD Gotmare, CH Hoi
US Patent App. 17/896,942, 2023
2023
Systems and methods for program synthesis
H Le, Y Wang, AD Gotmare, CH Hoi
US Patent App. 17/896,946, 2023
2023
Systems and methods for natural language code search
AD Gotmare, LI Junnan, CH Hoi
US Patent App. 17/587,984, 2023
2023
Systems and methods for semantic code search
AD Gotmare, LI Junnan, SR Joty, CH Hoi
US Patent App. 17/531,591, 2022
2022
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