ai123456's repositories
A2-Aug-Series
The official code for $A^2$-Aug: Adaptive Automated Data Augmentation.
Compact-Transformers
[Preprint] Escaping the Big Data Paradigm with Compact Transformers, 2021
AceNAS
Open source implementation of AceNAS: https://arxiv.org/abs/2108.03001
CL-Visualizing-Feature-Transformation
Improving Contrastive Learning by Visualizing Feature Transformation, ICCV 2021 Oral
CoMatch
Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
CVPR2022-NAS-competition-Track1-3th-solution
Prior-Guided One-Shot NAS for CVPR22 Workshop
GenNAS
neural architecture search, NAS
HKD
Code for ICCV 2021 paper "Distilling Holistic Knowledge with Graph Neural Networks"
MetaD2A
Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)
mmsegmentation-distiller
This is a knowledge distillation toolbox based on mmsegmentation.
NCP
Learning Versatile Neural Architectures by Propagating Network Codes
PDNAS-Series
The official code for PDNAS.
Pytorch-PCGrad
Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
rexnet
Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models
rotograd
Official Pytorch's implementation of RotoGrad
sd-bnn
Self-Distribution BNN
SelfReg
PyTorch implementation of self-supervised regularization for DG (SelfReg)
SGNAS
[CVPR 2021] 'Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator'
SRM
Knowledge Distillation By Sparse Representation Matching
torchshard
TorchShard: Slicing a PyTorch Tensor Into Parallel Shards.
ViP
Official implementation of the paper Visual Parser: Representing Part-whole Hierarchies with Transformers
WeakNAS
[Preprint] “Stronger NAS with Weaker Predictors“, Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen and Lu Yuan
