Jean-Yves Franceschi
9 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Topic Evolution
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Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
partial differential equation
(2)
score-based diffusion
(2)
generative adversarial network
(2)
latent space
(2)
temporal dynamics
(1)
video prediction
(1)
neural tangent kernel
(1)
gaussian noise
(1)
variational inference
(1)
multivariate time series
(1)
implicit neural representation
(1)
generative model
(1)
dynamical system
(1)
convolutional neural network
(1)
time series
(1)
deep neural network
(1)
disentangled representation
(1)
neural ordinary differential equation
(1)
gradient flow
(1)
optimal transport
(1)
Papers
Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder
ICLR 2025
Improving Consistency Models with Generator-Augmented Flows
ICML 2025
Continuous PDE Dynamics Forecasting with Implicit Neural Representations
ICLR 2023
Unifying GANs and Score-Based Diffusion as Generative Particle Models
NeurIPS 2023
A Neural Tangent Kernel Perspective of GANs
ICML 2022
PDE-Driven Spatiotemporal Disentanglement
ICLR 2021
Stochastic Latent Residual Video Prediction
ICML 2020
Unsupervised Scalable Representation Learning for Multivariate Time Series
NeurIPS 2019
Robustness of classifiers to uniform ℓ_p and Gaussian noise
AISTATS 2018