Pinned Repositories
ChipNet
Official implementation "ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations"
Data-Efficient-Transformers
Official implementation of "Data-Efficient Training of CNNs and Transformers with Coresets: A Stability Perspective"
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?"
MetaDOCK
Official code for our CVPR'22 paper “Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning”
RepeatNet
Official Implementation "Rescaling CNN through Learnable Repetition of Network Parameters"
SolarNet
trailmet
Transmute AI Lab Model Efficiency Toolkit
ultramnist
Official Repository related to UltraMNIST classification benchmark
Transmute AI Lab's Repositories
transmuteAI/ChipNet
Official implementation "ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations"
transmuteAI/trailmet
Transmute AI Lab Model Efficiency Toolkit
transmuteAI/RepeatNet
Official Implementation "Rescaling CNN through Learnable Repetition of Network Parameters"
transmuteAI/ultramnist
Official Repository related to UltraMNIST classification benchmark
transmuteAI/MetaDOCK
Official code for our CVPR'22 paper “Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning”
transmuteAI/implicit-networks
transmuteAI/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?"
transmuteAI/SolarNet
transmuteAI/Data-Efficient-Transformers
Official implementation of "Data-Efficient Training of CNNs and Transformers with Coresets: A Stability Perspective"