Matthew Wallingford
- Matryoshka Representation Learning
2022/05/26 by Aditya Kusupati, Gantavya Bhatt, Kusupati, Aditya +20 · 4 voices · 56 citations
Computer Science · Medicine · #cs.LG #cs.CV
- Task Adaptive Parameter Sharing for Multi-Task Learning
2022/03/30 by Matthew Wallingford, Hao Li, Wallingford, Matthew +11 · 6 citations
Computer Science · #Advanced Neural Network Applications #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
- 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
- Multilingual Diversity Improves Vision-Language Representations
2024/05/27 by Thao D. Nguyen, Matthew Wallingford, Nguyen, Thao +13 · 6 citations
Arts and Humanities · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Media, Religion, Digital Communication
- From an Image to a Scene: Learning to Imagine the World from a Million 360 Videos
2024/12/10 by Matthew Wallingford, Wallingford, Matthew, Anand Bhattad +17 · 7 citations
Health Professions · Social Sciences · #Digital Storytelling and Education #Educator Training and Historical Pedagogy