Aidan N. Gomez
- Attention Is All You Need
The Transformer, an attention-only architecture, beat prior best translation results while training far faster than RNN or CNN models.
2017/06/12 by Ashish Vaswani, Noam Shazeer, Vaswani, Ashish +13 · 85 voices · 6761 citations
#cs.CL #cs.LG
- One Model To Learn Them All
2017/06/16 by Lukasz Kaiser, Łukasz Kaiser, Kaiser, Lukasz +12 · 11 voices · 10 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.LG #stat.ML
- The Reversible Residual Network: Backpropagation Without Storing Activations
2017/07/14 by Aidan N. Gomez, Mengye Ren, Gomez, Aidan N. +5 · 21 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- Prioritized Training on Points that are Learnable, Worth Learning, and Not Yet Learnt
2022/06/14 by Sören Mindermann, Jan Brauner, Mindermann, Sören +19 · 21 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval
2022/05/27 by Pascal Notin, Mafalda Dias, Notin, Pascal +11 · 19 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Genomics and Phylogenetic Studies #Genetics, Bioinformatics, and Biomedical Research #Evolutionary Algorithms and Applications
- Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier
2024/12/05 by John Dang, Dang, John, Shivalika Singh +90 · 2 voices · 23 citations
Arts and Humanities · Computer Science · #Second Language Learning and Teaching #cs.CL
- A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks
2019/12/22 by Angelos Filos, Sebastian Farquhar, Filos, Angelos +15 · 7 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Retinal Imaging and Analysis #electronic engineering #information engineering
- Command A: An Enterprise-Ready Large Language Model
2025/04/01 by Team Cohere, Cohere, Team, : +316 · 10 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Software System Performance and Reliability #Advanced Software Engineering Methodologies
- Unsupervised Cipher Cracking Using Discrete GANs
2018/01/15 by Aidan N. Gomez, Sicong Huang, Gomez, Aidan N. +8 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization