Transmute AI Lab

ChipNet

Official implementation "ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations"

trailmet

Transmute AI Lab Model Efficiency Toolkit

RepeatNet

Official Implementation "Rescaling CNN through Learnable Repetition of Network Parameters"

ultramnist

Official Repository related to UltraMNIST classification benchmark

MetaDOCK

Official code for our CVPR'22 paper “Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning”

implicit-networks

Light-Weight-Trackers

This is the official repository for the ICASSP 2023 paper "On Designing Light-Weight Object Trackers Through Network Pruning: Use CNNs or Transformers?"

SolarNet

Data-Efficient-Transformers

Official implementation of "Data-Efficient Training of CNNs and Transformers with Coresets: A Stability Perspective"