This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis, accepted at EMNLP 2021.
☆205Mar 14, 2023Updated 3 years ago
Alternatives and similar repositories for Multimodal-Infomax
Users that are interested in Multimodal-Infomax are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆266Jun 25, 2022Updated 4 years ago
- repository for UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition☆206Sep 3, 2025Updated last year
- This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…☆919Mar 15, 2023Updated 3 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆73Apr 16, 2023Updated 3 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆1,073Jan 15, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆297Mar 14, 2023Updated 3 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆28Jun 21, 2022Updated 4 years ago
- NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis☆31Jan 21, 2023Updated 3 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆88Aug 29, 2025Updated last year
- Attention-based multimodal fusion for sentiment analysis☆368Apr 8, 2024Updated 2 years ago
- [ACL'19] [PyTorch] Multimodal Transformer☆1,010Sep 12, 2022Updated 4 years ago
- A Tool for extracting multimodal features from videos.☆230Feb 11, 2023Updated 3 years ago
- ☆219Dec 5, 2021Updated 4 years ago
- Code for Paper "SWAFN: Sentimental Words Aware Fusion Network for Multimodal Sentiment Analysis", COLING2020☆13Oct 6, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆106Sep 8, 2022Updated 4 years ago
- Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.☆193Apr 5, 2020Updated 6 years ago
- Code for MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis https://arxiv.org/abs/2201.09828 (to be presented in ICASSP…☆34Mar 7, 2023Updated 3 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆159Apr 9, 2025Updated last year
- ☆41Jan 15, 2026Updated 9 months ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆115Oct 14, 2020Updated 6 years ago
- [TMM2022] Source codes of CENet☆44Mar 14, 2023Updated 3 years ago
- ☆85Dec 4, 2024Updated last year
- ☆21Jun 4, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆31Aug 17, 2023Updated 3 years ago
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆116Aug 4, 2020Updated 6 years ago
- [EMNLP 2022] This repository contains the official implementation of the paper "MM-Align: Learning Optimal Transport-based Alignment Dyna…☆33Mar 10, 2024Updated 2 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆89Mar 17, 2023Updated 3 years ago
- Codes for AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis☆51Jun 19, 2023Updated 3 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆38May 15, 2023Updated 3 years ago
- The implementation of CubeMLP☆53May 8, 2023Updated 3 years ago
- SAEval: A benchmark for sentiment analysis to evaluate the model's performance on various subtasks.☆15Apr 29, 2024Updated 2 years ago
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆74Nov 27, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆376Dec 4, 2023Updated 2 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆62Dec 9, 2022Updated 3 years ago
- This repository presents UR-FUNNY dataset: first dataset for multimodal humor detection☆156Jan 13, 2021Updated 5 years ago
- ☆26May 8, 2022Updated 4 years ago
- Multimodal Sentiment Analysis System☆15Aug 4, 2022Updated 4 years ago
- [NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning☆654Jan 27, 2024Updated 2 years ago
- A fine multimodality fusion network :)☆10Aug 9, 2021Updated 5 years ago