Lusine Abrahamyan's repositories
bias-loss-skipblocknet
[ICCV 2021]Code for the the bias loss and evaluation of SkipblockNet model on ImageNet validation set
deep-gradient-compression
Partial implementation of paper "DEEP GRADIENT COMPRESSION: REDUCING THE COMMUNICATION BANDWIDTH FOR DISTRIBUTED TRAINING"
gradient-variance-loss
Code of the ICASSP 2022 paper "Gradient Variance Loss for Structure Enhanced Super-Resolution"
tensorflow-lite-guide
Guide for quantization, conversation of the tensorflow model to tensorflow lite
image-entropy-GPU
Calculation of the entropy of the batch of images (whole image or patches)
fast-kraskov-mutual-information-estimation
Kraskov mutual information estimation based on approximate nearest neighbours
epe-module
[ICIP2022] Entropy guided feature extraction for real time semantic segmentation
ml-design-docs
đź“„ Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)
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