Huh, Minyoung
- The Platonic Representation Hypothesis
2024/05/13 by Minyoung Huh, Huh, Minyoung, Brian Cheung +5 · 37 voices · 100 citations
Arts and Humanities · #Classical Philosophy and Thought
- The Low-Rank Simplicity Bias in Deep Networks
2021/03/18 by Minyoung Huh, Hossein Mobahi, Huh, Minyoung +9 · 25 citations
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
- Straightening Out the Straight-Through Estimator: Overcoming Optimization Challenges in Vector Quantized Networks
2023/05/15 by Minyoung Huh, Brian Cheung, Huh, Minyoung +5 · 18 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #AI in cancer detection
- Fighting Fake News: Image Splice Detection via Learned Self-Consistency
2018/05/10 by Huh, Minyoung, Liu, Andrew, Owens, Andrew +1 · 10 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Scalable Optimization in the Modular Norm
2024/05/23 by Tim Large, Large, Tim, Yang Liu +9 · 2 voices · 12 citations
Engineering · Computer Science · #Manufacturing Process and Optimization #Mathematical Control Systems and Analysis
- What makes ImageNet good for transfer learning?
2016/08/30 by Huh, Minyoung, Agrawal, Pulkit, Efros, Alexei A. · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Transforming and Projecting Images into Class-conditional Generative Networks
2020/05/04 by Huh, Minyoung, Zhang, Richard, Zhu, Jun-Yan +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning to Ground Multi-Agent Communication with Autoencoders
2021/10/28 by Lin, Toru, Huh, Minyoung, Stauffer, Chris +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Totems: Physical Objects for Verifying Visual Integrity
2022/09/26 by Jingwei Ma, Ma, Jingwei, Lucy Chai +11 · 1 citation
Computer Science · Engineering · #Digital Media Forensic Detection #Adversarial Robustness in Machine Learning #Integrated Circuits and Semiconductor Failure Analysis
- Training Neural Networks from Scratch with Parallel Low-Rank Adapters
2024/02/26 by Huh, Minyoung, Cheung, Brian, Bernstein, Jeremy +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)