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
77.37/100
前 1.6%
全站排名 #1,060
发表论文11 篇
平均评分
年均产出3.7 篇/年
Brian Karrer
研究方向
random graphs · complex networks · community detection · network epidemiology · dynamical systems · deep learning · generative models · data privacy · causal inference · sequential decision-making · experimental design
21
Generator Matching: Generative modeling with arbitrary Markov processes
ICLR 2025Oral
28
Edit Flows: Variable Length Discrete Flow Matching with Sequence-Level Edit Operations
NeurIPS 2025Poster
二作16
Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective
ICLR 2025Oral
19
Adjoint Matching: Fine-tuning Flow and Diffusion Generative Models with Memoryless Stochastic Optimal Control
ICLR 2025Spotlight
三作15
Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking
NeurIPS 2025Poster
通讯12
Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching
ICML 2025Poster