bhheo's repositories
AB_distillation
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)
BSS_distillation
Knowledge Distillation with Adversarial Samples Supporting Decision Boundary (AAAI 2019)
Knowledge_distillation_methods_wtih_Tensorflow
Knowledge distillation methods implemented with Tensorflow (now there are 8 methods, and will be added more.)
attention-feature-distillation
Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021)
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
awesome-knowledge-distillation
Awesome Knowledge Distillation
deit
Official DeiT repository
light-weight-refinenet
Light-Weight RefineNet for Real-Time Semantic Segmentation
mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
MAE-pytorch
Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners
panoptic-fpn-gluon
Panoptic Feature Pyramid Networks
PfLayer
Learning Features with Parameter-Free Layers, ICLR 2022
pytorch-deeplab-xception
DeepLab v3+ model in PyTorch. Support different backbones.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
sam
SAM: Sharpness-Aware Minimization (PyTorch)
wsolevaluation
Evaluating Weakly Supervised Object Localization Methods Right