7 citations · 14 across the 9 of their papers we have counts for
3 papers · 1 filter
Teaching Matters: Investigating the Role of Supervision in Vision Transformers
Matthew Walmer, Saksham Suri, Kamal Gupta +1
Vision Transformers (ViTs) have gained significant popularity in recent years and have proliferated into many applications. However, their behavior under different learning paradig…
LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification
Sharath Girish, Kamal Gupta, Saurabh Singh +1
We introduce LilNetX, an end-to-end trainable technique for neural networks that enables learning models with specified accuracy-rate-computation trade-off. Prior works approach th…
Neural Space-filling Curves
Hanyu Wang, Kamal Gupta, Larry Davis +1
We present Neural Space-filling Curves (SFCs), a data-driven approach to infer a context-based scan order for a set of images. Linear ordering of pixels forms the basis for many ap…