jf003320018

lightning

Deep learning framework to train, deploy, and ship AI products Lightning fast.

pytorch_geometric

Graph Neural Network Library for PyTorch

pytorch-loss

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

ECCV2022-Papers-with-Code

ECCV 2022 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目

CapsGNN

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

LightCNN

A Light CNN for Deep Face Representation with Noisy Labels, TIFS 2018

awesome-capsule-networks

A curated list of awesome resources related to capsule networks

Domain-generalization

All about domain generalization

sfepy

Main SfePy repository

Reproducible-Deep-Compressive-Sensing

Collection of reproducible deep learning for compressive sensing

AutomaticWeightedLoss

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

DeepInversion

Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)

SHOT

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

torch-toolbox

🛠 Toolbox to extend PyTorch functionalities

dissect

Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"

fealpy

Finite Element Analysis Library in Python

multi-task-learning-example-PyTorch

DADA-AAAI2020

Code release for Discriminative Adversarial Domain Adaptation (AAAI2020).

RoadCrackDetection

SymNets

The official project for CVPR19 paper: Domain-Symmetric Networks for Adversarial Domain Adaptation

Deep-Lesion

A deep learning framework for detecting lesions in CT scans from Deep Lesion dataset

iCAN

Collaborative and Adversarial Network for Unsupervised Domain Adaptation(iCAN)

FEMdemo

Demo codes for FEM (Finite Element Method) workshop. 有限元讨论班的演示用代码。

AIM-Fewshot-Continual

NAD

The project page of paper: Architecture disentanglement for deep neural networks [ICCV 2021, oral]

DAOSL

Implementation of Domain Adaption in One-Shot Learning

Deep_Capsule_Network

Implementation of Deep Capsule Network using Convolutional Dynamic Routing

CLIF

Code for Findings at EMNLP 2021 paper: "Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning"

SRDA

An implementation of Learning Smooth Representation for Unsupervised Domain Adaptation.

Domain-generalization

All about domain generalization