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.
☆204Mar 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"☆263Jun 25, 2022Updated 4 years ago
- repository for UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition☆204Sep 3, 2025Updated last year
- This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…☆921Mar 15, 2023Updated 3 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆296Mar 14, 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
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆1,049Jan 15, 2025Updated last year
- NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis☆31Jan 21, 2023Updated 3 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆28Jun 21, 2022Updated 4 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆81Aug 29, 2025Updated last year
- Code for Paper "SWAFN: Sentimental Words Aware Fusion Network for Multimodal Sentiment Analysis", COLING2020☆13Oct 6, 2023Updated 2 years ago
- Attention-based multimodal fusion for sentiment analysis☆367Apr 8, 2024Updated 2 years ago
- A Tool for extracting multimodal features from videos.☆216Feb 11, 2023Updated 3 years ago
- [ACL'19] [PyTorch] Multimodal Transformer☆999Sep 12, 2022Updated 4 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆103Sep 8, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.☆193Apr 5, 2020Updated 6 years ago
- ☆219Dec 5, 2021Updated 4 years ago
- ☆40Jan 15, 2026Updated 8 months ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆115Oct 14, 2020Updated 5 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆89Mar 17, 2023Updated 3 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆31Aug 17, 2023Updated 3 years ago
- [TMM2022] Source codes of CENet☆43Mar 14, 2023Updated 3 years ago
- Multimodal Sentiment Analysis System☆15Aug 4, 2022Updated 4 years ago
- SAEval: A benchmark for sentiment analysis to evaluate the model's performance on various subtasks.☆15Apr 29, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository presents UR-FUNNY dataset: first dataset for multimodal humor detection☆156Jan 13, 2021Updated 5 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆155Apr 9, 2025Updated last year
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆116Aug 4, 2020Updated 6 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆108Feb 9, 2023Updated 3 years ago
- Official PyTorch implementation of Multilogue-Net (Best paper runner-up at Challenge-HML @ ACL 2020)☆58Dec 8, 2022Updated 3 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆38May 15, 2023Updated 3 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆61Dec 9, 2022Updated 3 years ago
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆73Nov 27, 2024Updated last year
- Codes for AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis☆50Jun 19, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The implementation of CubeMLP☆53May 8, 2023Updated 3 years ago
- Pytorch code for ACL-IJCNLP accepted paper "Directed Acyclic Graph Network for Conversational Emotion Recognition"☆84Jul 10, 2021Updated 5 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆43Apr 16, 2023Updated 3 years ago
- This is a short tutorial for using the CMU-MultimodalSDK.☆87Mar 20, 2019Updated 7 years ago
- UniSA: Unified Generative Framework for Sentiment Analysis☆54Apr 29, 2024Updated 2 years ago
- This repository contains the implementation of the paper -- KNOT: Knowledge Distillation using Optimal Transport for Solving NLP Tasks☆15Sep 15, 2022Updated 4 years ago
- This paper list is about multimodal sentiment analysis.☆33Jan 27, 2022Updated 4 years ago