Radford, Alec
- Language Models are Few-Shot Learners
2020/05/28 by T. B. Brown, Tom B. Brown, Benjamin Mann +61 · 16 voices · 3673 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, Chen, Mark, Jerry Tworek +122 · 9 voices · 1219 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 · 408 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 · 1002 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, Jong Wook Kim, Radford, Alec +21 · 7 voices · 4682 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition #Multimodal Machine Learning Applications #cs.CV #cs.LG
- Proximal Policy Optimization Algorithms
2017/07/20 by Schulman, John, Wolski, Filip, Dhariwal, Prafulla +2 · 2250 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
2015/11/19 by Alec Radford, Luke Metz, Radford, Alec +3 · 2 voices · 280 citations
Computer Science · #Digital Media Forensic Detection #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #cs.CV #cs.LG
- GPT-4 Technical Report
2023/03/15 by OpenAI, Achiam, Josh, Adler, Steven +278 · 2488 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Zero-Shot Text-to-Image Generation
2021/02/24 by Aditya Ramesh, Mikhail Pavlov, Ramesh, Aditya +13 · 2 voices · 346 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, Radford, Alec, Jong Wook Kim +9 · 787 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 · 139 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 · 1164 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, Dhariwal, Prafulla, Heewoo Jun +9 · 61 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
- Scaling and evaluating sparse autoencoders
2024/06/06 by Gao, Leo, la Tour, Tom Dupré, Tillman, Henk +6 · 88 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Generate Reviews and Discovering Sentiment
2017/04/05 by Alec Radford, Rafał Józefowicz, Radford, Alec +3 · 43 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- Text and Code Embeddings by Contrastive Pre-Training
2022/01/24 by Neelakantan, Arvind, Xu, Tao, Puri, Raul +22 · 33 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improving GANs Using Optimal Transport
2018/03/15 by Salimans, Tim, Zhang, Han, Radford, Alec +1 · 7 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- 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