[NeurIPS 2020] Code for the paper "Balanced Meta-Softmax for Long-Tailed Visual Recognition"

Last update: Dec 21, 2022

Related tags

Overview

Balanced Meta-Softmax

Code for the paper

Balanced Meta-Softmax for Long-Tailed Visual Recognition
Jiawei Ren, Cunjun Yu, Shunan Sheng, Xiao Ma, Haiyu Zhao, Shuai Yi, Hongsheng Li
NeurIPS 2020

We present our code for image classification and instance segmentation in two sub-repositories. Please go into the links below for more information.

Classification	Instance Segmentation

Cite BALMS

@inproceedings{
    Ren2020balms,
    title={Balanced Meta-Softmax for Long-Tailed Visual Recognition},
    author={Jiawei Ren and Cunjun Yu and Shunan Sheng and Xiao Ma and Haiyu Zhao and Shuai Yi and Hongsheng Li},
    booktitle={Proceedings of Neural Information Processing Systems(NeurIPS)},
    month = {Dec},
    year={2020}
}

Owner

Jiawei Ren

GitHub Repository https://sites.google.com/view/balms-neurips2020/home

classification task on dataset-CIFAR10,by using Tensorflow/keras

CIFAR10-Tensorflow classification task on dataset-CIFAR10,by using Tensorflow/keras 在这一个库中，我使用Tensorflow与keras框架搭建了几个卷积神经网络模型，针对CIFAR10数据集进行了训练与测试。分别使

3 Oct 17, 2021

This is a Pytorch implementation of the paper: Self-Supervised Graph Transformer on Large-Scale Molecular Data.

212 Dec 25, 2022

An open-source Deep Learning Engine for Healthcare that aims to treat & prevent major diseases

AlphaCare Background AlphaCare is a work-in-progress, open-source Deep Learning Engine for Healthcare that aims to treat and prevent major diseases. T

44 Nov 05, 2022

With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the rectified linear unit (ReLU) activation function

With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the rectified linear unit (ReLU) activation function. At the momen

40 Dec 27, 2022

Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains

Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains This is an accompanying repository to the ICAIL 2021 pap

4 Dec 16, 2021

Visualization toolkit for neural networks in PyTorch! Demo -->

FlashTorch A Python visualization toolkit, built with PyTorch, for neural networks in PyTorch. Neural networks are often described as "black box". The

692 Dec 29, 2022

A framework that allows people to write their own Rocket League bots.

YOU PROBABLY SHOULDN'T PULL THIS REPO Bot Makers Read This! If you just want to make a bot, you don't need to be here. Instead, start with one of thes

543 Dec 20, 2022

Command-line tool for downloading and extending the RedCaps dataset.

RedCaps Downloader This repository provides the official command-line tool for downloading and extending the RedCaps dataset. Users can seamlessly dow

33 Dec 14, 2022

Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity

[ICLR 2022] Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity by Shiwei Liu, Tianlong Chen, Zahra Atashgahi, Xiaohan Chen, Ghada Sokar, Elen

18 Dec 31, 2022

MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z-normalized Euclidean distance for similarity.

Introduction MASS allows you to search a time series for a subquery resulting in an array of distances. These array of distances enable you to identif

79 Dec 31, 2022

Implementation of QuickDraw - an online game developed by Google, combined with AirGesture - a simple gesture recognition application

QuickDraw - AirGesture Introduction Here is my python source code for QuickDraw - an online game developed by google, combined with AirGesture - a sim

89 Dec 18, 2022

[NeurIPS 2020] Code for the paper "Balanced Meta-Softmax for Long-Tailed Visual Recognition"

Related tags

Overview

Balanced Meta-Softmax

Cite BALMS

Owner

Jiawei Ren

classification task on dataset-CIFAR10,by using Tensorflow/keras

This is a Pytorch implementation of the paper: Self-Supervised Graph Transformer on Large-Scale Molecular Data.

An open-source Deep Learning Engine for Healthcare that aims to treat & prevent major diseases

With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the rectified linear unit (ReLU) activation function

Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains

Visualization toolkit for neural networks in PyTorch! Demo -->

A framework that allows people to write their own Rocket League bots.

Command-line tool for downloading and extending the RedCaps dataset.

Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity

MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z-normalized Euclidean distance for similarity.

Official Python implementation of the FuzionCoin protocol

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018

Implementation of Convolutional LSTM in PyTorch.

Implementation of popular bandit algorithms in batch environments.

SpanNER: Named EntityRe-/Recognition as Span Prediction

Prometheus Exporter for data scraped from datenplattform.darmstadt.de

A Dataset of Python Challenges for AI Research

PyTorch-Geometric Implementation of MarkovGNN: Graph Neural Networks on Markov Diffusion

Neural style in TensorFlow! 🎨

Implementation of QuickDraw - an online game developed by Google, combined with AirGesture - a simple gesture recognition application