Vivek Ramanujan
- Matryoshka Representation Learning
2022/05/26 by Aditya Kusupati, Kusupati, Aditya, Gantavya Bhatt +20 · 4 voices · 60 citations
Computer Science · Medicine · #cs.LG #cs.CV
- What's Hidden in a Randomly Weighted Neural Network?
2019/11/29 by Vivek Ramanujan, Ramanujan, Vivek, Mitchell Wortsman +7 · 3 voices · 12 citations
#cs.CV #cs.LG
- DataComp: In search of the next generation of multimodal datasets
2023/04/27 by Samir Yitzhak Gadre, Gabriel Ilharco, Gadre, Samir Yitzhak +65 · 82 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, Guha, Etash, Ryan Marten +102 · 2 voices · 68 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Mathematics, Computing, and Information Processing #cs.LG
- Soft Threshold Weight Reparameterization for Learnable Sparsity
2020/02/08 by Aditya Kusupati, Vivek Ramanujan, Kusupati, Aditya +11 · 10 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Contrastive Flow Matching
2025/06/05 by George Stoica, Stoica, George, Vivek Ramanujan +9 · 1 voice · 10 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
2024/06/07 by Scott Geng, Cheng-Yu Hsieh, Geng, Scott +11 · 8 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surgical Simulation and Training
- Forward Compatible Training for Large-Scale Embedding Retrieval Systems
2021/12/06 by Vivek Ramanujan, Ramanujan, Vivek, Pavan Kumar Anasosalu Vasu +7 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Neural Priming for Sample-Efficient Adaptation
2023/06/16 by Matthew Wallingford, Vivek Ramanujan, Wallingford, Matthew +13 · 4 citations
Computer Science · Medicine · #AI in cancer detection #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 #Machine Learning (cs.LG)
- From an Image to a Scene: Learning to Imagine the World from a Million 360 Videos
2024/12/10 by Matthew Wallingford, Anand Bhattad, Wallingford, Matthew +17 · 7 citations
Health Professions · Social Sciences · #Digital Storytelling and Education #Educator Training and Historical Pedagogy
- Improving Shape Deformation in Unsupervised Image-to-Image Translation
2018/08/13 by Aaron Gokaslan, Gokaslan, Aaron, Vivek Ramanujan +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Video Analysis and Summarization
- When Worse is Better: Navigating the compression-generation tradeoff in visual tokenization
2024/12/20 by Vivek Ramanujan, Ramanujan, Vivek, Kushal Tirumala +7 · 3 citations
Computer Science · #Digital Media Forensic Detection #Advanced Steganography and Watermarking Techniques #Visual Attention and Saliency Detection