Aaron Lou
- Diffusion Model Alignment Using Direct Preference Optimization
2023/11/21 by Bram Wallace, Wallace, Bram, Meihua Dang +17 · 162 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
- Denoising Diffusion Bridge Models
2023/09/29 by Linqi Zhou, Aaron Lou, Zhou, Linqi +5 · 32 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Video Analysis and Summarization
- Sequence modeling and design from molecular to genome scale with Evo
2024/11/14 by Eric Nguyen, Michael Poli, Matthew G. Durrant +17 · 1 voice · 14 citations
Biochemistry, Genetics and Molecular Biology · #CRISPR and Genetic Engineering #Genomics and Phylogenetic Studies #RNA and protein synthesis mechanisms
- Differentiating through the Fréchet Mean
2020/02/29 by Aaron Lou, Isay Katsman, Lou, Aaron +8 · 4 citations
Computer Science · Mathematics · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Morphological variations and asymmetry #Topological and Geometric Data Analysis
- Riemannian Residual Neural Networks
2023/10/16 by Isay Katsman, Katsman, Isay, Eric Ming Chen +11 · 4 citations
Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Morphological variations and asymmetry
- Scaling Riemannian Diffusion Models
2023/10/30 by Aaron Lou, Minkai Xu, Lou, Aaron +3 · 3 citations
Computer Science · Medicine · #Machine Learning in Healthcare #Generative Adversarial Networks and Image Synthesis #Advanced Neuroimaging Techniques and Applications