Jean-Yves Franceschi
9 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(12)
🗺️
Taxonomy Completionist
(11)
🔥
Unstoppable
(6)
Conferences
ICLR (3)
ICML (3)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
generative adversarial network
(2)
representation learning
(1)
neural tangent kernel
(1)
adversarial robustness
(1)
variational inference
(1)
temporal dynamics
(1)
video prediction
(1)
optimal transport
(1)
time series
(1)
gaussian noise
(1)
multivariate time series
(1)
generative model
(1)
convolutional neural network
(1)
deep neural network
(1)
gradient flow
(1)
decision boundary
(1)
latent space
(1)
score-based diffusion
(1)
classifier robustness
(1)
random noise
(1)
Papers
Improving Consistency Models with Generator-Augmented Flows
ICML 2025
Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder
ICLR 2025
Continuous PDE Dynamics Forecasting with Implicit Neural Representations
ICLR 2023
Unifying GANs and Score-Based Diffusion as Generative Particle Models
NIPS 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
NIPS 2019
Robustness of classifiers to uniform $\ell_p$ and Gaussian noise
AISTATS 2018