Collection of recent methods on (deep) neural network compression and ac...
Efficient Deep Learning Systems course materials (HSE, YSDA)
Code and resources on scalable and efficient Graph Neural Networks
[NeurIPS2022] Official implementation of the paper 'Green Hierarchical V...
[CVPR 2024] Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Tra...
NeurIPS 2021, Official codes for "Efficient Training of Visual Transform...
[ICLR 2022] Data-Efficient Graph Grammar Learning for Molecular Generation
[ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision...
Official implementation of "EAGLES: Efficient Accelerated 3D Gaussians w...
Official PyTorch implementation of "Rapid Neural Architecture Search by...
Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Lat...