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Zhang, Yanlei
10 publications
ICLR
2025
AdaFisher: Adaptive Second Order Optimization via Fisher Information
Damien MARTINS Gomes
,
Yanlei Zhang
,
Eugene Belilovsky
,
Guy Wolf
,
Mahdi S. Hosseini
AISTATS
2025
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds
Xingzhi Sun
,
Danqi Liao
,
Kincaid MacDonald
,
Yanlei Zhang
,
Guillaume Huguet
,
Guy Wolf
,
Ian Adelstein
,
Tim G. J. Rudner
,
Smita Krishnaswamy
ICMLW
2024
Geometry-Aware Autoencoders for Metric Learning and Generative Modeling on Data Manifolds
Xingzhi Sun
,
Danqi Liao
,
Kincaid MacDonald
,
Yanlei Zhang
,
Guillaume Huguet
,
Guy Wolf
,
Ian Adelstein
,
Tim G. J. Rudner
,
Smita Krishnaswamy
TMLR
2024
Improving and Generalizing Flow-Based Generative Models with Minibatch Optimal Transport
Alexander Tong
,
Kilian Fatras
,
Nikolay Malkin
,
Guillaume Huguet
,
Yanlei Zhang
,
Jarrid Rector-Brooks
,
Guy Wolf
,
Yoshua Bengio
AISTATS
2024
Simulation-Free Schrödinger Bridges via Score and Flow Matching
Alexander Y. Tong
,
Nikolay Malkin
,
Kilian Fatras
,
Lazar Atanackovic
,
Yanlei Zhang
,
Guillaume Huguet
,
Guy Wolf
,
Yoshua Bengio
NeurIPS
2023
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction
Guillaume Huguet
,
Alexander Tong
,
Edward De Brouwer
,
Yanlei Zhang
,
Guy Wolf
,
Ian Adelstein
,
Smita Krishnaswamy
ICMLW
2023
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction
Guillaume Huguet
,
Alexander Tong
,
Edward De Brouwer
,
Yanlei Zhang
,
Guy Wolf
,
Ian Adelstein
,
Smita Krishnaswamy
ICMLW
2023
Improving and Generalizing Flow-Based Generative Models with Minibatch Optimal Transport
Alexander Tong
,
Nikolay Malkin
,
Guillaume Huguet
,
Yanlei Zhang
,
Jarrid Rector-Brooks
,
Kilian Fatras
,
Guy Wolf
,
Yoshua Bengio
ICML
2023
Neural FIM for Learning Fisher Information Metrics from Point Cloud Data
Oluwadamilola Fasina
,
Guillaume Huguet
,
Alexander Tong
,
Yanlei Zhang
,
Guy Wolf
,
Maximilian Nickel
,
Ian Adelstein
,
Smita Krishnaswamy
ICMLW
2023
Simulation-Free Schrödinger Bridges via Score and Flow Matching
Alexander Tong
,
Nikolay Malkin
,
Kilian Fatras
,
Lazar Atanackovic
,
Yanlei Zhang
,
Guillaume Huguet
,
Guy Wolf
,
Yoshua Bengio