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Transmute AI Lab's Projects

chipnet icon chipnet

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

data-efficient-transformers icon data-efficient-transformers

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

light-weight-trackers icon 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?"

metadock icon metadock

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

repeatnet icon repeatnet

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

trailmet icon trailmet

Transmute AI Lab Model Efficiency Toolkit

ultramnist icon ultramnist

Official Repository related to UltraMNIST classification benchmark

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