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Eric Vanden-Eijnden

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

11

Venues

4

Active years

2019–2025

Best venue rank

A*

Where they publish

Papers

11 indexed papers, newest first.

YearVenueTitleAuthors
2025ICMLNETS: A Non-equilibrium Transport Sampler.Michael Samuel Albergo, Eric Vanden-Eijnden
2025UAISimulation-Free Differential Dynamics Through Neural Conservation Laws.Mengjian Hua, Eric Vanden-Eijnden, Ricky T. Q. Chen
2024ECCVSiT: Exploring Flow and Diffusion-Based Generative Models with Scalable Interpolant Transformers.Nanye Ma, Mark Goldstein, Michael S. Albergo, Nicholas M. Boffi, Eric Vanden-Eijnden, Saining Xie
2024ICLRMultimarginal Generative Modeling with Stochastic Interpolants.Michael S. Albergo, Nicholas Matthew Boffi, Michael Lindsey, Eric Vanden-Eijnden
2024ICLRAnalysis of Learning a Flow-based Generative Model from Limited Sample Complexity.Hugo Cui, Florent Krzakala, Eric Vanden-Eijnden, Lenka Zdeborov
2024ICMLStochastic Interpolants with Data-Dependent Couplings.Michael S. Albergo, Mark Goldstein, Nicholas Matthew Boffi, Rajesh Ranganath, Eric Vanden-Eijnden
2024ICMLProbabilistic Forecasting with Stochastic Interpolants and Fllmer Processes.Yifan Chen, Mark Goldstein, Mengjian Hua, Michael S. Albergo, Nicholas Matthew Boffi, Eric Vanden-Eijnden
2023ICLRBuilding Normalizing Flows with Stochastic Interpolants.Michael S. Albergo, Eric Vanden-Eijnden
2022ICLROn feature learning in neural networks with global convergence guarantees.Zhengdao Chen, Eric Vanden-Eijnden, Joan Bruna
2021ICMLOn Energy-Based Models with Overparametrized Shallow Neural Networks.Carles Domingo-Enrich, Alberto Bietti, Eric Vanden-Eijnden, Joan Bruna
2019ICMLNeuron birth-death dynamics accelerates gradient descent and converges asymptotically.Grant M. Rotskoff, Samy Jelassi, Joan Bruna, Eric Vanden-Eijnden