surgan12

awesome-template-engine

A curated list of references for template engines

longtail-buzz

🐝 Explore Trending Long-Tail Papers at CVPR and ICCV

TailCalibX

Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

my-understanding-of-ML-Theory

An-Information-theoretic-Metric-of-Transferability

This repository contains the codes of the experiments in Paper An Information-theoretic Metric of Transferability for Task Transfer Learning

react-datepicker

A simple and reusable datepicker component for React

xla

Enabling PyTorch on XLA Devices (e.g. Google TPU)

SieveNet

This is the unofficial implementation of SieveNet: A Unified Framework for Robust Image-Based Virtual Try-On

SSL_PointClouds

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

KD_Lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

merlin

(NeurIPS 2020) Meta-Consolidation for Continual Learning

cinic-10

A drop-in replacement for CIFAR-10.

recsystutorial

Knowledge-Distillation-Zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

KWS-Net

Seeing Wake Words: Audio-visual Keyword Spotting

REFILLED

This is the code of CVPR'20 paper "Distilling Cross-Task Knowledge via Relationship Matching".

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

cnn-text-classification-pytorch

CNNs for Sentence Classification in PyTorch

GCommandsPytorch

ConvNets for Audio Recognition using Google Commands Dataset

Triplet-Loss-for-Knowledge-Distillation

Triplet Loss for Knowledge Distillation

channel-distillation

PyTorch implementation for Channel Distillation

pytorch-self-distillation-final

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

dont-stop-pretraining

Code associated with the Don't Stop Pretraining ACL 2020 paper

dml_cross_entropy

Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)

FashionIQChallenge2020

2nd Place Team's Solution for Fashion IQ Challenge 2020

fashioniq2020_retrieval

code for Fashion IQ challenge 2020