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Author

Aaron Lou

Observed name: Lou, Aaron
Institution: Stanford University
OpenAlex ID: A5005937976
Sequence modeling and design from molecular to genome scale with Evo
2024 · Eric Nguyen, Michael Poli, et al. · Science · 593
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Diffusion Model Alignment Using Direct Preference Optimization
2024 · Bram Wallace, Meihua Dang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 172
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Neural Manifold Ordinary Differential Equations
2020 · Lou, Aaron, Lim, Derek, et al. · arXiv (Cornell University) · 37
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Differentiating through the Fréchet Mean
2020 · Lou, Aaron, Katsman, Isay, et al. · arXiv (Cornell University) · 35
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Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks
2021 · Birdal, Tolga, Lou, Aaron, et al. · arXiv (Cornell University) · 20
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Denoising Diffusion Bridge Models
2023 · Zhou, Linqi, Lou, Aaron, et al. · arXiv (Cornell University) · 15
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Scaling Riemannian Diffusion Models
2023 · Aaron Lou, Minkai Xu, et al. · neural information processing systems · 7
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Riemannian Residual Neural Networks
2023 · Isay Katsman, Eric Chen, et al. · neural information processing systems · 6
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Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
2023 · Lou, Aaron, Meng, Chenlin, et al. · arXiv (Cornell University) · 5
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Reflected Diffusion Models
2023 · Lou, Aaron, Ermon, Stefano · arXiv (Cornell University) · 4
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Equivariant Graph Neural Operator for Modeling 3D Dynamics
2024 · Xu, Minkai, Han, Jiaqi, et al. · arXiv (Cornell University) · 3
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Equivariant Manifold Flows
2021 · Katsman, Isay, Lou, Aaron, et al. · arXiv (Cornell University) · 3
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Geometric Trajectory Diffusion Models
2024 · Jiaqi Han, Minkai Xu, et al. · neural information processing systems · 2
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Learning Complex Geometric Structures from Data with Deep Riemannian Manifolds
2021 · Aaron Lou, Maximilian Nickel, et al. · 1
Adversarial Example Decomposition
2018 · He, Horace, Lou, Aaron, et al. · arXiv (Cornell University)
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Works count: 15
Citation count: 903
H-index: 7
I10-index: 6
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