James Thornton
12 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(13)
🔥
Unstoppable
(5)
💎
Century Club
(12)
⚡
Prolific Year
(5)
Conferences
ICML (6)
NIPS (3)
AISTATS (2)
ICLR (1)
Top co-authors
Keywords
optimal transport
(4)
diffusion model
(2)
entropic regularization
(2)
variational inference
(1)
convex optimization
(1)
particle filtering
(1)
riemannian manifold
(1)
sinkhorn algorithm
(1)
state space model
(1)
gaussian mixture model
(1)
state-space model
(1)
entropy regularization
(1)
schrödinger bridge
(1)
score-based generation
(1)
transport map
(1)
geodesic flow
(1)
score-based generative modeling
(1)
coupling matrix
(1)
iterative proportional fitting
(1)
wasserstein distance
(1)
Papers
Mechanisms of Projective Composition of Diffusion Models
ICML 2025
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion
ICML 2025
Composition and Control with Distilled Energy Diffusion Models and Sequential Monte Carlo
AISTATS 2025
Simple ReFlow: Improved Techniques for Fast Flow Models
ICLR 2025
Shielded Diffusion: Generating Novel and Diverse Images using Sparse Repellency
ICML 2025
Contrasting Multiple Representations with the Multi-Marginal Matching Gap
ICML 2024
Progressive Entropic Optimal Transport Solvers
NIPS 2024
Careful with that Scalpel: Improving Gradient Surgery with an EMA
ICML 2024
Rethinking Initialization of the Sinkhorn Algorithm
AISTATS 2023
Riemannian Score-Based Generative Modelling
NIPS 2022
Differentiable Particle Filtering via Entropy-Regularized Optimal Transport
ICML 2021
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling
NIPS 2021