Charlotte Bunne
10 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
💎
Century Club
(10)
Conferences
AISTATS (3)
NIPS (3)
ICLR (2)
ICML (1)
UAI (1)
Top co-authors
Keywords
optimal transport
(3)
graph neural network
(2)
neural network
(2)
representation learning
(1)
domain adaptation
(1)
diffusion model
(1)
manifold learning
(1)
protein representation
(1)
neural architecture
(1)
distribution matching
(1)
closed-form solution
(1)
probability measure
(1)
schrödinger bridge
(1)
molecular graph
(1)
generative adversarial network
(1)
cross-domain learning
(1)
data alignment
(1)
protein structure
(1)
multi-scale representation
(1)
multi-task learning
(1)
Papers
Cross-modality Matching and Prediction of Perturbation Responses with Labeled Gromov-Wasserstein Optimal Transport
AISTATS 2025
Modeling Complex System Dynamics with Flow Matching Across Time and Conditions
ICLR 2025
Aligned Diffusion Schrödinger Bridges
UAI 2023
The Schrödinger Bridge between Gaussian Measures has a Closed Form
AISTATS 2023
Supervised Training of Conditional Monge Maps
NIPS 2022
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking
ICLR 2022
Proximal Optimal Transport Modeling of Population Dynamics
AISTATS 2022
Learning Graph Models for Retrosynthesis Prediction
NIPS 2021
Multi-Scale Representation Learning on Proteins
NIPS 2021
Learning Generative Models across Incomparable Spaces
ICML 2019