Vaishaal Shankar
- Cloud Programming Simplified: A Berkeley View on Serverless Computing
2019/02/09 by Eric Jonas, Johann Schleier-Smith, Jonas, Eric +25 · 4 voices · 16 citations
Computer Science · #FOS: Computer and information sciences #Operating Systems (cs.OS) #cs.OS
- Do CIFAR-10 Classifiers Generalize to CIFAR-10?
2018/06/01 by Benjamin Recht, Rebecca Roelofs, Recht, Benjamin +5 · 2 voices · 37 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #cs.LG #stat.ML
- Do ImageNet Classifiers Generalize to ImageNet?
2019/02/13 by Benjamin Recht, Recht, Benjamin, Rebecca Roelofs +5 · 1 voice · 165 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #cs.CV #cs.LG #stat.ML
- DataComp-LM: In search of the next generation of training sets for language models
2024/06/17 by Jeffrey Li, Li, Jeffrey, Alex Fang +121 · 2 voices · 104 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- numpywren: serverless linear algebra
2018/10/23 by Vaishaal Shankar, Karl Krauth, Shankar, Vaishaal +14 · 3 voices · 7 citations
Computer Science · #cs.DC
- Apple Intelligence Foundation Language Models
2024/07/29 by Tom Gunter, Zirui Wang, Gunter, Tom +306 · 2 voices · 2 citations
#cs.AI #cs.CL #cs.LG
- DataComp: In search of the next generation of multimodal datasets
2023/04/27 by Samir Yitzhak Gadre, Gadre, Samir Yitzhak, Gabriel Ilharco +65 · 94 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- OpenThoughts: Data Recipes for Reasoning Models
2025/06/04 by Etash Guha, Ryan Marten, Guha, Etash +102 · 2 voices · 71 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Mathematics, Computing, and Information Processing #cs.LG
- Measuring Robustness to Natural Distribution Shifts in Image Classification
2020/07/01 by Rohan Taori, Achal Dave, Taori, Rohan +9 · 39 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Data Filtering Networks
2023/09/29 by Alex Chengyu Fang, Albin Madappally Jose, Fang, Alex +9 · 48 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
- Accuracy on the Line: On the Strong Correlation Between\n Out-of-Distribution and In-Distribution Generalization
2021/07/09 by J. J. Miller, Miller, John, Rohan Taori +15 · 20 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Scalable Pre-training of Large Autoregressive Image Models
2024/01/16 by Alaaeldin El-Nouby, Michal Klein, El-Nouby, Alaaeldin +13 · 22 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Language models scale reliably with over-training and on downstream tasks
2024/03/13 by Samir Yitzhak Gadre, Georgios Smyrnis, Gadre, Samir Yitzhak +45 · 20 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP)
2022/05/03 by Alex Chengyu Fang, Fang, Alex, Gabriel Ilharco +11 · 11 citations
Computer Science · #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) #Multimodal Machine Learning Applications #Topic Modeling
- Reviewer Integration and Performance Measurement for Malware Detection
2015/10/26 by Brad Miller, Miller, Brad, Alex Kantchelian +21 · 5 citations
Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Software Engineering Research
- TiC-CLIP: Continual Training of CLIP Models
2023/10/24 by Saurabh Garg, Mehrdad Farajtabar, Garg, Saurabh +13 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
- Masked Autoencoding Does Not Help Natural Language Supervision at Scale
2023/01/19 by Floris Weers, Vaishaal Shankar, Weers, Floris +7 · 2 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Neural Kernels Without Tangents
2020/03/04 by Vaishaal Shankar, Shankar, Vaishaal, Alex Chengyu Fang +11 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
- On Robustness in Multimodal Learning
2023/04/10 by Brandon McKinzie, McKinzie, Brandon, Joseph S L Cheng +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing
- TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining
2025/04/02 by Jeffrey Li, Mohammadreza Armandpour, Li, Jeffrey +19 · 2 citations
Engineering · #Metallurgy and Material Forming #Advanced Surface Polishing Techniques
- MobileCLIP2: Improving Multi-Modal Reinforced Training
2025/08/28 by Fartash Faghri, Faghri, Fartash, Pavan Kumar Anasosalu Vasu +11 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Learning in Education