Awesome Multi-label Image Recognition Paper List

ADD-GCN: Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition (ECCV 2020)

A Baseline for Multi-Label Image Classification Using Ensemble Deep CNN

A paper list of awesome Image Tagging

[ACLW'24] LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition

Transformer-based Dual Relation Graph for Multi-label Image Recognition. ICCV 2021

[ECCV 2022] Offical implementation of the paper "Acknowledging the Unknown for Multi-label Learning with Single Positive Labels".

Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models

Multi-label Classification using PyTorch on the CelebA dataset.

Keras implementation of multi-label classification of movie genres from IMDB posters

Awesome Multi-label Image Recognition Paper List

A multi-label-classification model for common thorax disease.

M3TR: Multi-modal Multi-label Recognition with Transformer. ACM MM 2021

Multi-label-binary-classification model for multi-label-weather-prediction problem

A rule-based algorithm enabled the automatic extraction of disease labels from tens of thousands of radiology reports. These weak labels were used to create deep learning models to classify multiple diseases for three different organ systems in body CT.

PyTorch implementation of M-GCN: Brain-inspired Memory Graph Convolutional Network for Multi-Label Image Recognition (Neural Computing and Applications 2021.11)

Implementation of Semantic Contrastive Bootstrapping for Single-positive Multi-label Recognition, IJCV 2023

Multi-label image classification for movie posters by adopting deep neural network architecture.

Multi-label image recognition with Graph Convolution Network and its variants

Computer Science 5329 - Deep Learning