efficient-deep-learning topic

Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight)

HayeonLee

Collection of recent methods on (deep) neural network compression and acceleration.

MingSun-Tse

Code and resources on scalable and efficient Graph Neural Networks

chaitjo

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (pape...

htqin

[ICLR 2022] Data-Efficient Graph Grammar Learning for Molecular Generation

gmh14

[IJCAI'22 Survey] Recent Advances on Neural Network Pruning at Initialization.

MingSun-Tse

A generic code base for neural network pruning, especially for pruning at initialization.

MingSun-Tse

Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)

HayeonLee

[NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.

LayneH

Efficient Deep Learning for Stereo Matching Tensorflow 2.x

datvuthanh