smartcameras / SelfCrossAttnLinks
PyTorch implementation of the models described in the IEEE ICASSP 2022 paper "Is cross-attention preferable to self-attention for multi-modal emotion recognition?"
☆59Updated 2 months ago
Alternatives and similar repositories for SelfCrossAttn
Users that are interested in SelfCrossAttn are comparing it to the libraries listed below
Sorting:
- The implementation of CubeMLP☆44Updated 2 years ago
- ☆33Updated 9 months ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆60Updated 2 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆120Updated 3 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆72Updated 2 years ago
- Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition☆30Updated 4 years ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆38Updated 6 months ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆186Updated 2 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆88Updated 2 years ago
- [ICASSP 2025] Official PyTorch code for training and inference pipeline for DepMamba: Progressive Fusion Mamba for Multimodal Depression …☆60Updated 2 months ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆67Updated 2 years ago
- "MULTIMODAL EMOTION RECOGNITION BASED ON DEEP TEMPORAL FEATURES USING CROSS-MODAL TRANSFORMER AND SELF-ATTENTION" ICASSP'23☆19Updated 2 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆65Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆61Updated 8 months ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆236Updated 2 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆104Updated 2 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆81Updated 3 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆25Updated 2 years ago
- ☆23Updated last year
- Multi-modal fusion framework based on Transformer Encoder☆14Updated 4 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆112Updated 4 years ago
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆84Updated 3 weeks ago
- The PyTorch code for paper: "CONSK-GCN: Conversational Semantic- and Knowledge-Oriented Graph Convolutional Network for Multimodal Emotio…☆12Updated 2 years ago
- ☆77Updated 3 years ago
- A survey of deep multimodal emotion recognition.☆52Updated 3 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆25Updated last year
- ICASSP 2023: "Recursive Joint Attention for Audio-Visual Fusion in Regression Based Emotion Recognition"☆12Updated 6 months ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆44Updated 2 years ago
- ☆27Updated 10 months ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆31Updated 2 years ago