Sunarker

Collaborative-Learning-for-Weakly-Supervised-Object-Detection

GAT-for-PPI

The code of Graph Attention Networks for Cora, Citeseer, Pubmed and PPI

Safeguarded-Dynamic-Label-Regression-for-Noisy-Supervision

LCCN

Latent Class-Conditional Noise Model

LCCN-Clothing1M

Awesome-LongTailed-Learning

A curated list of awesome deep long-tailed learning resources.

HH-GMM

A hierarchical hybrid gaussian mixture model

ContinuousParetoMTL

[ICML 2020] Efficient Continuous Pareto Exploration in Multi-Task Learning

convmixer

dgi

TensorFlow implementation of Deep Graph Infomax

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

EPOSearch

Exact Pareto Optimal solutions for preference based Multi-Objective Optimization

Flickr-Crawler

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

JLDA

A feature extraction method for two parents with the common children.

LDAM-DRW

[NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss

Masking

medical-data

Plot_art

Plot the results with the elaborate design.

RepDistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

self-supervised

Whitening for Self-Supervised Representation Learning | Official repository

SJTUThesis

上海交通大学 XeLaTeX 学位论文及课程论文模板

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

SSD

SSD: A Unified Framework for Self-Supervised Outlier Detection [ICLR 2021]

sunarker.github.io

tensorflow-forward-ad

Forward-mode Automatic Differentiation for TensorFlow

VAE

VAE in the continuous and discrete versions

YFCC100M-User-Gender