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
51.79/100
前 7.7%
全站排名 #4,946
发表论文9 篇
平均评分
年均产出3.0 篇/年
Ahmed Imtiaz Humayun
研究方向
Generative Modeling · Manifold Learning · Grokking and Training Dynamics · Memorization and generalization in generative models · Deep learning theory
23
The Journey Matters: Average Parameter Count over Pre-training Unifies Sparse and Dense Scaling Laws
ICLR 2025Poster
二作38
What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
ICLR 2025Poster
一作21
ScaLES: Scalable Latent Exploration Score for Pre-Trained Generative Networks
ICLR 2025Rejected
二作19
MITIGATING OVER-EXPLORATION IN LATENT SPACE OPTIMIZATION USING LES
ICML 2025Poster
二作