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Akhilesh Gotmare
Akhilesh Gotmare
Salesforce Research
Bestätigte E-Mail-Adresse bei salesforce.com - Startseite
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Zitiert von
Zitiert von
Jahr
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
7672021
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
2242018
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
2142020
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
1142015
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
852017
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
612022
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
222023
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
202018
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
162018
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
Swarm and evolutionary computing algorithms for system identification and filter design: a comprehensive review. Swarm Evol. Comput., 32, 68–84,(2017)
A Gotmare, SS Bhattacharjee, R Patidar, NV George
52017
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
42023
Unsupervised robust nonparametric learning of hidden community properties
M Langovoy, A Gotmare, M Jaggi
Mathematical Foundations of Computing 2 (ARTICLE), 127-147, 2019
22019
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
Generative-discriminative language modeling for controllable text generation
B Krause, AD Gotmare
US Patent 11,481,552, 2022
2022
CodeT5Mix: A Pretrained Mixture of Encoder-decoder Transformers for Code Understanding and Generation
Y Wang, H Le, AD Gotmare, J Li, S Hoi
2022
Unsupervised robust nonparametric learning of hidden community properties
MA Langovoy, A Gotmare, M Jaggi, S Sra
Mathematical Foundations of Computing 2 (2), 127-147, 2017
2017
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