activity
20212025
most citedLL-ViT: Edge Deployable Vision Transformers with Look Up Table Neurons

5 citations · 7 across the 7 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024

Shrinking the Giant : Quasi-Weightless Transformers for Low Energy Inference

Shashank Nag, Alan T. L. Bacellar, Zachary Susskind +9

Transformers are set to become ubiquitous with applications ranging from chatbots and educational assistants to visual recognition and remote sensing. However, their increasing com…

cs.LG2024

Differentiable Weightless Neural Networks

Alan T. L. Bacellar, Zachary Susskind, Mauricio Breternitz +4

We introduce the Differentiable Weightless Neural Network (DWN), a model based on interconnected lookup tables. Training of DWNs is enabled by a novel Extended Finite Difference te…