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MIMN

Multi-Interactive Memory Network for Aspect Based Multimodal Sentiment Analysis - AAAI 2019

EMNLP-19-IIM

Context-aware-Interactive-Attention-for-Multi-modal-Sentiment-and Emotion-Analysis

NAACL-19-CIM

Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis

Universal-Graph-Embedding-Neural-Network

Paper Code Learning Powerful Graph Neural Network Embeddings With Aid Of Transfer Learning

Multimodal-Capsule-Networks

This repo with contain the code for the paper "Routing with Self-Attention for Multimodal Capsule Networks"

ConSK-GCN

The PyTorch code for paper: "CONSK-GCN: Conversational Semantic- and Knowledge-Oriented Graph Convolutional Network for Multimodal Emotion Recognition."

Multi-Attention-Recurrent-Network---MARN-AAAI2018

Implementation of MARN AAAI18 in pytorch

Awesome-Multimodal-Research

A curated list of Multimodal Related Research.

ALBEF

Code for ALBEF: a new vision-language pre-training method

AWESOME-MSA

Paper List for Multimodal Sentiment Analysis

MultimodalDNN

CapsAttnNet

An implementation of a Capsule Attention Network.

Pytorch-Perceptual-Losses-Style-Transfer-Attention-Capsule-Network

Pytorch - Perceptual Losses - Style Transfer - Attention Capsule Network

Attention-And-Capsule-Based-Aspect-Extraction

Based on ABAE [implementation](https://github.com/alexeyev/abae-pytorch) by [Anton Alekseev](https://github.com/alexeyev), but attention mechanism replaced by a capsule network cell

ASGCN

Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

-KGCapsAN

TMA

Multimodal Sentiment Analysis with Temporal Modality Attention(Interspeech2021)

MTAG

Code for NAACL 2021 paper: MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences

MFN

[AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning

MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.

multi-head_self-attention

A Faster Pytorch Implementation of Multi-Head Self-Attention

Self-attention-DCGAN

An application of Self-Attention GANs and DCGAN on mnist dataset.

Stand-Alone-Self-Attention

Implementing Stand-Alone Self-Attention in Vision Models using Pytorch

Structured-Self-Attention

A Structured Self-attentive Sentence Embedding

halonet-pytorch

Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

BBFN

This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis

emotion-classification-from-audio-files

Understanding emotions from audio files using neural networks and multiple datasets.

Speech_emotion_recognition_BLSTM

Bidirectional LSTM network for speech emotion recognition.