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awesome-longtailed-learning

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

collaborative-learning-for-weakly-supervised-object-detection

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

gat-for-ppi

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

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

hh-gmm

A hierarchical hybrid gaussian mixture model

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.

lccn

Latent Class-Conditional Noise Model

lccn-clothing1m

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

safeguarded-dynamic-label-regression-for-noisy-supervision

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