影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
81.7/100
前 1.2%
全站排名 #787
发表论文14 篇
平均评分
年均产出4.7 篇/年
Arnaud Doucet
研究方向
Denoising diffusion models · sequential Monte Carlo methods · Markov chain Monte Carlo methods · latent variable models · approximate inference · variational methods · optimal transport
20
Self-Speculative Masked Diffusions
ICLR 2026Poster
通讯22
Permutation-Invariant Spectral Learning via Dyson Diffusion
ICLR 2026Withdrawn
22
Learn to Guide Your Diffusion Model
ICLR 2026Poster
三作12
Implicit Regularisation in Diffusion Models: An Algorithm-Dependent Generalisation Analysis
ICLR 2026Poster
通讯35
Accelerated Parallel Tempering via Neural Transports
ICLR 2026Poster
27
LO-ARMs++: Improving Learning-Order Autoregressive Models for Molecular String Generation
ICLR 2026Rejected
27
Progressive Inference-Time Annealing of Diffusion Models for Sampling from Boltzmann Densities
NeurIPS 2025Spotlight
7
Distributional Diffusion Models with Scoring Rules
ICML 2025Poster
通讯13
Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts
ICML 2025Spotlight
10
Accelerated Diffusion Models via Speculative Sampling
ICML 2025Poster
通讯