gqduke Goto Github PK

apla

augmentation_mia

The source code for ICML2021 paper When Does Data Augmentation Help With Membership Inference Attacks?

awesome-artificial-intelligence-research

A curated list of Artificial Intelligence (AI) Research

awesome-longtailed-recognition

balancedmetasoftmax-classification

Code for the paper "Balanced Meta-Softmax for Long-Tailed Visual Recognition" on long-tailed visual recognition datasets

bi-sampling

This is the official PyTorch implementation of the paper "Rethinking Re-Sampling in Imbalanced Semi-Supervised Learning" (Ju He, Adam Kortylewski, Shaokang Yang, Shuai Liu, Cheng Yang, Changhu Wang, Alan Yuille).

class-balanced-distillation-for-long-tailed-visual-recognition.pytorch

Un-offical PyTorch Implementation of "Class-Balanced Distillation for Long-Tailed Visual Recognition" paper.

class-distribution-aware_ts_ls

darp

Code for the paper "Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning" (NeurIPS 20)

daso

A placeholder repository for the paper `Distribution-Aware Semantics-Oriented Pseudo-label Imbalanced Semi-Supervised Learning'.

distributed-systems

MIT课程《Distributed Systems 》学习和翻译

dive-into-dl-pytorch

本项目将《动手学深度学习》（Dive into Deep Learning）原书中的MXNet代码实现改为PyTorch实现。

fixmatch

A simple method to perform semi-supervised learning with limited data.

fixmatch-pytorch

Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

gdw-nips2021

This repository is the official implementation of Generalized Data Weighting via Class-level Gradient Manipulation (NeurIPS 2021)(http://arxiv.org/abs/2111.00056).

iccv2021-paper-code-interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

ijcai_2021_continual_crowd_counting_challenge

Dataset and Baseline for Continual Crowd Counting Challenge @ CSSL 2021 Workshop (IJCAI 2021)

imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

imbalanced-semi-self

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

longtail_da

[CVPR 2020] Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective

ml-note

note for ml

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

neural_network_papers

记录一些读过的论文，给出个人对论文的评分情况并简述论文insight

pytorch-consistency-regularization

PyTorch implementation of consistency regularization methods for semi-supervised learning

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST

realistic-ssl-evaluation-pytorch

Reimplementation of "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"

research_resources

Resources of CQU CS 1701 research, include NLP, Knowledge Graph,Cloud Computing, etc.

sdclr

[ICML 2021] “ Self-Damaging Contrastive Learning”, Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang

self-tuning

Code release for "Self-Tuning for Data-Efficient Deep Learning" (ICML 2021)