David D. Smerkous

Papers on Lattice

Total citations

Topics

h-index

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)Training Efficiency & Optimization (1)

Frequent co-authors

David Smerkous (1)Zian Wang (1)Zian Wang (1)Behzad Najafian (1)

Papers (1)

Feb 18, 2026

David D. Smerkous +53w ago

AFFMAE: Scalable and Efficient Vision Pretraining for Desktop Graphics Cards

Train high-resolution vision models on a desktop GPU: AFFMAE slashes FLOPs by 7x and halves memory usage compared to ViT-MAE, without sacrificing performance.

David D. Smerkous, David Smerkous, Zian Wang +3

Architecture Design (Transformers, SSMs, MoE)Computer Vision Training Efficiency & Optimization

Search

David D. Smerkous

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)