Akhilesh Deepak Gotmare

1. CodeT5+: Open Code Large Language Models for Code Understanding and Generation
   2023/05/13 by Yue Wang, Hung Lê, Wang, Yue +10 · 2 voices · 47 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Text Readability and Simplification #Topic Modeling #cs.CL #cs.LG #cs.PL
2. Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
   2021/07/16 by Junnan Li, Ramprasaath R. Selvaraju, Li, Junnan +9 · 127 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
3. CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning
   2022/07/05 by H Le, Yue Wang, Le, Hung +7 · 66 citations
   Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Reliability and Analysis Research
4. GeDi: Generative Discriminator Guided Sequence Generation
   2020/09/14 by Ben Krause, Krause, Ben, Akhilesh Deepak Gotmare +11 · 29 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
5. CodeTF: One-stop Transformer Library for State-of-the-art Code LLMs
   2023/05/31 by Nghi D. Q. Bui, Hung Le, Bui, Nghi D. Q. +10 · 1 voice · 2 citations
   Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.SE
6. A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation
   2018/10/29 by Akhilesh Deepak Gotmare, Nitish Shirish Keskar, Gotmare, Akhilesh +5 · 7 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
7. PerfCodeGen: Improving Performance of LLM Generated Code with Execution Feedback
   2024/11/18 by Yün Peng, Akhilesh Deepak Gotmare, Peng, Yun +9 · 13 citations
   Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering (cs.SE)