GanHY97 / Classification-by-Fusing-Multimodal-Data
This is a multi-modal fusion method based on VGG16 and FastText for identifying useful information collected from social media platforms.
☆9Updated 2 years ago
Related projects: ⓘ
- Bimodal and Unimodal Sentiment Analysis of Internet Memes (Image+Text)☆14Updated 2 years ago
- This is the code for the Paper "Guilherme L. Toledo, Ricardo M. Marcacini: Transfer Learning with Joint Fine-Tuning for Multimodal Sentim…☆14Updated 2 years ago
- Multimodal Sentiment Analysis with Image-Text Interaction Network☆10Updated last year
- 多模态数据融合:为了完成多模态数据融合,首先利用VGG16网络和cifar10数据集完成多输入网络的分类,在VGG16的基础之上,将前三层特征提取网络作为不同输入的特征提取网络,在中间层进行特征拼接,后面的卷积层用于提取融合特征,最后加上全连接层。该网络稍作修改就能同时提取…☆74Updated 3 years ago
- Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks☆34Updated 2 years ago
- ☆14Updated 3 years ago
- 多模态情感分析——基于BERT+ResNet的多种融合方法☆214Updated last year
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆47Updated last year
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆159Updated last year
- ☆30Updated 3 weeks ago
- 使用pytorch完成的一个多模态分类任务,文本和图像部分分别使用了bert和resnet提取特征(在config里可以组合多种模型),在我的小规模数据集上取得了良好的性能(验证集acc96%)☆56Updated last year
- Multimodal Fusion, Multimodal Sentiment Analysis☆19Updated 4 years ago
- Code for UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning (ACL 2023)☆29Updated 3 months ago
- [ACMMM 2020] Code release for "Learning Deep Multimodal Feature Representation with Asymmetric Multi-layer Fusion"☆28Updated 3 years ago
- ☆66Updated 2 years ago
- 用Pytorch从零实现各种GAN模型☆17Updated 3 years ago
- The implementation of CubeMLP☆40Updated last year
- multimodal social media content (text, image) classification☆46Updated 2 years ago
- [Reproduce] Code for the ACL2019 paper "Multimodal Transformer for Unaligned Multimodal Language Sequences".☆21Updated 4 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆187Updated last year
- Multimodal classification solution for the SIGIR eCOM using Co-attention and transformer language models☆19Updated 4 years ago
- codes for: Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion☆45Updated 3 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆21Updated last year
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆20Updated 2 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆64Updated last year
- Multi-Interactive Memory Network for Aspect Based Multimodal Sentiment Analysis - AAAI 2019☆92Updated 4 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆56Updated last year
- [ACL 2024 Main] Official PyTorch implementation of the paper "Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis a…☆18Updated 3 weeks ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆74Updated 3 years ago
- Contextual Inter-modal Attention for Multi-modal Sentiment Analysis☆13Updated 3 years ago