TheShy-Dream / AtCAFLinks
Official implement of AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis
☆28Updated last year
Alternatives and similar repositories for AtCAF
Users that are interested in AtCAF are comparing it to the libraries listed below
Sorting:
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis☆29Updated 10 months ago
- ☆16Updated 11 months ago
- Multi-Modality Multi-Loss Fusion Network☆135Updated last year
- ☆79Updated 11 months ago
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆61Updated 11 months ago
- ☆35Updated last year
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆94Updated 7 months ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆73Updated 2 months ago
- ☆16Updated last year
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆131Updated 7 months ago
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆25Updated last year
- ☆18Updated last year
- [NAACL-2024 Finidngs] The official implement of CLGSI☆32Updated 9 months ago
- AdaFN-AG: Enhancing Multimodal Interaction with Adaptive Feature Normalization for Multimodal Sentiment Analysis☆14Updated 11 months ago
- [TMM2022] Source codes of CENet☆39Updated 2 years ago
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆25Updated last year
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆36Updated 2 years ago
- ☆15Updated last year
- Hierarchical Alleviation of Heterogeneity in Multimodal Sentiment Analysis☆13Updated last year
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆34Updated 2 years ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆84Updated 2 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆35Updated last year
- A Tool for extracting multimodal features from videos.☆192Updated 2 years ago
- [AAAI'25] DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis☆106Updated 7 months ago
- ☆26Updated 2 years ago
- [ICASSP 2025] "Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attentio…☆31Updated 6 months ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆41Updated 2 years ago
- ☆38Updated last year
- Codebase for TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis. The code has been reo…☆19Updated 5 months ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆141Updated 2 years ago