Alec Radford
- Language Models are Few-Shot Learners
2020/05/28 by T. B. Brown, Tom B. Brown, Brown, Tom B. +61 · 16 voices · 3692 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
- Evaluating Large Language Models Trained on Code
2021/07/07 by Mark Chen, Jerry Tworek, Chen, Mark +122 · 9 voices · 1224 citations
Computer Science · #Parallel Computing and Optimization Techniques #Software Engineering Research #Topic Modeling #cs.LG
- Improved Techniques for Training GANs
2016/06/10 by Tim Salimans, Salimans, Tim, Ian Goodfellow +9 · 1 voice · 410 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Cell Image Analysis Techniques
- Scaling Laws for Neural Language Models
2020/01/23 by Jared Kaplan, Sam McCandlish, Kaplan, Jared +18 · 12 voices · 1003 citations
Computer Science · #cs.LG #stat.ML
- Learning to summarize from human feedback
2020/09/02 by Nisan Stiennon, Stiennon, Nisan, Long Ouyang +16 · 3 voices · 328 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Learning Transferable Visual Models From Natural Language Supervision
2021/02/26 by Alec Radford, Radford, Alec, Jong Wook Kim +21 · 7 voices · 4707 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition #Multimodal Machine Learning Applications #cs.CV #cs.LG
- Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
2015/11/19 by Alec Radford, Radford, Alec, Luke Metz +3 · 2 voices · 284 citations
Computer Science · #Digital Media Forensic Detection #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #cs.CV #cs.LG
- Zero-Shot Text-to-Image Generation
2021/02/24 by Aditya Ramesh, Mikhail Pavlov, Ramesh, Aditya +13 · 2 voices · 349 citations
Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #cs.CV #cs.LG
- Robust Speech Recognition via Large-Scale Weak Supervision
2022/12/06 by Alec Radford, Jong Wook Kim, Radford, Alec +9 · 791 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Release Strategies and the Social Impacts of Language Models
2019/08/24 by Irene Solaiman, Solaiman, Irene, Miles Brundage +27 · 2 voices · 63 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.CY
- Generating Long Sequences with Sparse Transformers
2019/04/23 by Rewon Child, Child, Rewon, Scott Gray +5 · 1 voice · 140 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- GPT-4o System Card
2024/10/25 by OpenAI, :, A. M. Hurst +503 · 1169 citations
Medicine · #Cardiovascular Function and Risk Factors #Hyperglycemia and glycemic control in critically ill and hospitalized patients
- Fine-Tuning Language Models from Human Preferences
2019/09/18 by Daniel M. Ziegler, Ziegler, Daniel M., Nisan Stiennon +13 · 244 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Scaling Laws for Autoregressive Generative Modeling
2020/10/28 by Tom Henighan, Jared Kaplan, Henighan, Tom +35 · 73 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Jukebox: A Generative Model for Music
2020/04/30 by Prafulla Dhariwal, Heewoo Jun, Dhariwal, Prafulla +9 · 62 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Learning to Generate Reviews and Discovering Sentiment
2017/04/05 by Alec Radford, Radford, Alec, Rafał Józefowicz +3 · 43 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications
2021/08/05 by Sandhini Agarwal, Gretchen Krueger, Agarwal, Sandhini +9 · 9 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications