smartcameras / SelfCrossAttn
PyTorch implementation of the models described in the IEEE ICASSP 2022 paper "Is cross-attention preferable to self-attention for multi-modal emotion recognition?"
☆58Updated 3 weeks ago
Alternatives and similar repositories for SelfCrossAttn:
Users that are interested in SelfCrossAttn are comparing it to the libraries listed below
- ☆33Updated 7 months ago
- The implementation of CubeMLP☆44Updated last year
- Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition☆30Updated 4 years ago
- The PyTorch code for paper: "CONSK-GCN: Conversational Semantic- and Knowledge-Oriented Graph Convolutional Network for Multimodal Emotio…☆11Updated 2 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆119Updated 3 years ago
- "MULTIMODAL EMOTION RECOGNITION BASED ON DEEP TEMPORAL FEATURES USING CROSS-MODAL TRANSFORMER AND SELF-ATTENTION" ICASSP'23☆19Updated 2 years ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆60Updated 2 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆71Updated 2 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆182Updated 2 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆44Updated 2 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆66Updated 2 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆86Updated 2 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆24Updated last year
- ☆22Updated last year
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆81Updated 3 years ago
- ☆17Updated 2 years ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆38Updated 4 months ago
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆78Updated last year
- ☆88Updated 2 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Updated 2 years ago
- code for "Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation, EMNLP 22"☆76Updated 2 years ago
- [ICASSP 2025] Official PyTorch code for training and inference pipeline for DepMamba: Progressive Fusion Mamba for Multimodal Depression …☆49Updated last month
- This paper list is about multimodal sentiment analysis.☆32Updated 3 years ago
- ☆18Updated last year
- AuxFormer: Robust Approach to Audiovisual Emotion Recognition☆14Updated 2 years ago
- Multimodal Fusion, Multimodal Sentiment Analysis☆23Updated 4 years ago
- Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews☆13Updated last year
- ☆23Updated last year
- A survey of deep multimodal emotion recognition.☆52Updated 2 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆102Updated 2 years ago