efficient-training topic
HashNeRF-pytorch
Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/
FKD
Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"
X3D-Multigrid
PyTorch implementation of X3D models with Multigrid training.
L2-GCN
[CVPR 2020] L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks
online-augment
Code for "OnlineAugment: Online Data Augmentation with Less Domain Knowledge" (ECCV 2020)
AutoProg
(CVPR 2022) Automated Progressive Learning for Efficient Training of Vision Transformers
DatasetCulling
:scissors: Dataset Culling: Faster training of domain specific models with distillation :scissors: (IEEE ICIP 2019)
MLPInit-for-GNNs
[ICLR 2023] MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization
non-contrastive-link-prediction
[ICLR 2023] Link Prediction with Non-Contrastive Learning
AVION
Code release for "Training a Large Video Model on a Single Machine in a Day"