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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
19532021
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
3762020
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
3712023
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
3442018
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
3032022
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
1272015
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
902017
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
302018
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
222023
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
202018
Generative-discriminative language modeling for controllable text generation
B Krause, AD Gotmare
US Patent 11,481,552, 2022
92022
Cascaded fast and slow models for efficient semantic code search
AD Gotmare, J Li, S Joty, SCH Hoi
arXiv preprint arXiv:2110.07811, 2021
92021
CodeT5Mix: A Pretrained Mixture of Encoder-decoder Transformers for Code Understanding and Generation
Y Wang, H Le, AD Gotmare, J Li, S Hoi
22022
Unsupervised robust nonparametric learning of hidden community properties
M Langovoy, A Gotmare, M Jaggi
Mathematical Foundations of Computing 2 (2), 127-147, 2019
22019
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
12023
Systems and methods for natural language code search
AD Gotmare, LI Junnan, CH Hoi
US Patent App. 17/587,984, 2023
12023
Systems and methods for semantic code search
AD Gotmare, LI Junnan, SR Joty, CH Hoi
US Patent App. 17/531,591, 2022
12022
PerfCodeGen: Improving Performance of LLM Generated Code with Execution Feedback
Y Peng, AD Gotmare, M Lyu, C Xiong, S Savarese, D Sahoo
arXiv preprint arXiv:2412.03578, 2024
2024
Systems and methods for an encoder-decoder based framework for code generation and understanding
Y Wang, H Le, AD Gotmare, LI Junnan, CH Hoi
US Patent App. 18/174,547, 2024
2024
Systems and methods for program synthesis
H Le, Y Wang, AD Gotmare, CH Hoi
US Patent App. 17/896,942, 2023
2023
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