Quoc Le
- Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
Sparsely-Gated MoE layers increase model capacity by over 1000x with minimal compute loss, improving language modeling and translation.
2017/01/23 by Noam Shazeer, Azalia Mirhoseini, Shazeer, Noam +13 · 11 voices · 659 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling #cs.CL #cs.LG #cs.NE #stat.ML
- BNAI, NO-TOKEN, and MIND-UNITY: Pillars of a Systemic Revolution in Artificial Intelligence
2022/01/28 by Jason Wei, Xuezhi Wang, Wei, Jason +17 · 18 voices · 2228 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
- Program Synthesis with Large Language Models
2021/08/16 by Jacob Austin, Augustus Odena, Austin, Jacob +21 · 1 voice · 609 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling #cs.LG #cs.PL
- A Neural Conversational Model
2015/06/19 by Oriol Vinyals, Quoc Le, Quoc V. Le +2 · 4 voices · 14 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1358 citations
#cs.CL #cs.AI
- Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
2024/03/08 by Gemini Robotics Team, Gemini Team, Petko Georgiev +2277 · 4 voices · 543 citations
Computer Science · #Semantic Web and Ontologies
- Scalable and accurate deep learning with electronic health records
2018/01/24 by Alvin Rajkomar, Eyal Oren, Kai Chen +35 · 2 voices · 44 citations
Computer Science · Health Professions · Medicine · #Machine Learning in Healthcare #Electronic Health Records Systems #Artificial Intelligence in Healthcare and Education
- Tacotron: Towards End-to-End Speech Synthesis
2017/03/29 by Yuxuan Wang, Wang, Yuxuan, RJ Skerry-Ryan +26 · 2 voices · 55 citations
Computer Science · #cs.CL #cs.LG #cs.SD
- LaMDA: Language Models for Dialog Applications
2022/01/20 by Romal Thoppilan, Thoppilan, Romal, Daniel De Freitas +117 · 2 voices · 47 citations
#cs.CL #cs.AI
- Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision
2016/10/31 by Chen Liang, Jonathan Berant, Liang, Chen +7 · 1 voice · 2 citations
#cs.CL #cs.AI #cs.LG
- FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation
2023/10/05 by Tu Vu, Mohit Iyyer, Vu, Tu +19 · 3 voices · 40 citations
#cs.CL
- Backprop Evolution
2018/08/08 by Maximilian Alber, Alber, Maximilian, Irwan Bello +10 · 3 voices
Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #cs.LG #cs.NE #stat.ML
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Gemini Team, Rohan Anil, Sebastian Borgeaud +2682 · 9 voices
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
- The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink
2022/06/28 by David S. Patterson, David Patterson, Joseph E. Gonzalez +13 · 15 citations
Computer Science · #Explainable Artificial Intelligence (XAI)
- Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1\n Accuracy in One Hour
2020/10/30 by Arissa Wongpanich, Hieu Pham, Wongpanich, Arissa +12 · 1 voice
Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #cs.CV #cs.DC #cs.LG