zehuiwu / MMML
Multi-Modality Multi-Loss Fusion Network
☆108Updated 9 months ago
Alternatives and similar repositories for MMML:
Users that are interested in MMML are comparing it to the libraries listed below
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆33Updated 8 months ago
- ☆63Updated 5 months ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆98Updated 3 weeks ago
- ☆189Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆59Updated 7 months ago
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆37Updated 5 months ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆69Updated last year
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆56Updated 3 weeks ago
- A Tool for extracting multimodal features from videos.☆169Updated 2 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆75Updated 2 years ago
- ☆14Updated 10 months ago
- ☆59Updated 9 months ago
- ☆16Updated 8 months ago
- ☆15Updated last month
- [TMM2022] Source codes of CENet☆31Updated 2 years ago
- ☆246Updated last year
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆20Updated last year
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis☆16Updated 4 months ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆35Updated 2 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆31Updated last year
- [NAACL-2024 Finidngs] The official implement of CLGSI☆21Updated 3 months ago
- The code for our paper Hierarchical Interactive Multimodal Transformer for Aspect-Based Multimodal Sentiment Analysis☆19Updated 2 years ago
- Official implement of AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis☆12Updated 6 months ago
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆63Updated 9 months ago
- 多模态情感分析☆10Updated last year
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆86Updated 3 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆44Updated 2 years ago
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆34Updated 2 years ago
- ☆15Updated 6 months ago
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆12Updated 8 months ago