Kilian Fatras
9 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(5)
👥
Mega-Team
(22)
👑
Triple Crown
⚡
Prolific Year
(5)
Conferences
AISTATS (4)
ICML (2)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
optimal transport
(3)
diffusion model
(2)
flow matching
(2)
reinforcement learning from human feedback
(1)
probability distribution
(1)
large scale optimization
(1)
variance reduction
(1)
protein design
(1)
score matching
(1)
proximal splitting
(1)
sinkhorn algorithm
(1)
proximal operator
(1)
convergence rate
(1)
non-smooth optimization
(1)
schrödinger bridge
(1)
data imputation
(1)
protein language model
(1)
score-based diffusion
(1)
unbalanced optimal transport
(1)
gradient evaluation
(1)
Papers
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
NIPS 2024
Simulation-Free Schrödinger Bridges via Score and Flow Matching
AISTATS 2024
Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees
AISTATS 2024
SE(3)-Stochastic Flow Matching for Protein Backbone Generation
ICLR 2024
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths
ICML 2024
POT: Python Optimal Transport
JMLR 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation
ICML 2021
Learning with minibatch Wasserstein : asymptotic and gradient properties
AISTATS 2020
Proximal Splitting Meets Variance Reduction
AISTATS 2019