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.
☆196Mar 14, 2023Updated 2 years ago
Alternatives and similar repositories for Multimodal-Infomax
Users that are interested in Multimodal-Infomax are comparing it to the libraries listed below
Sorting:
- repository for HapticLLaMA: A Multimodal Sensory Language Model for Haptic Captioning☆199Sep 3, 2025Updated 5 months ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆240Jun 25, 2022Updated 3 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆274Mar 14, 2023Updated 2 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆72Apr 16, 2023Updated 2 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆960Jan 15, 2025Updated last year
- 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)☆78Aug 29, 2025Updated 6 months ago
- A Tool for extracting multimodal features from videos.☆206Feb 11, 2023Updated 3 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Jun 21, 2022Updated 3 years ago
- [ACL'19] [PyTorch] Multimodal Transformer☆962Sep 12, 2022Updated 3 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆97Sep 8, 2022Updated 3 years ago
- Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.☆195Apr 5, 2020Updated 5 years ago
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆85Mar 17, 2023Updated 2 years ago
- ☆213Dec 5, 2021Updated 4 years ago
- Attention-based multimodal fusion for sentiment analysis☆368Apr 8, 2024Updated last year
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆30Aug 17, 2023Updated 2 years ago
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆66Nov 27, 2024Updated last year
- Multimodal Sentiment Analysis System☆15Aug 4, 2022Updated 3 years ago
- SAEval: A benchmark for sentiment analysis to evaluate the model's performance on various subtasks.☆13Apr 29, 2024Updated last year
- ☆39Jan 15, 2026Updated last month
- Pytorch code for ACL-IJCNLP accepted paper "Directed Acyclic Graph Network for Conversational Emotion Recognition"☆85Jul 10, 2021Updated 4 years ago
- A fine multimodality fusion network :)☆11Aug 9, 2021Updated 4 years ago
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆113Aug 4, 2020Updated 5 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆115Oct 14, 2020Updated 5 years ago
- [TMM2022] Source codes of CENet☆40Mar 14, 2023Updated 2 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆37May 15, 2023Updated 2 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆138Apr 9, 2025Updated 10 months ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆108Feb 9, 2023Updated 3 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆57Dec 9, 2022Updated 3 years ago
- This is a short tutorial for using the CMU-MultimodalSDK.☆87Mar 20, 2019Updated 6 years ago
- Codes for AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis☆49Jun 19, 2023Updated 2 years ago
- The implementation of CubeMLP☆51May 8, 2023Updated 2 years ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆65Nov 16, 2022Updated 3 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆41Apr 16, 2023Updated 2 years ago
- ☆80Dec 4, 2024Updated last year
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆27Jan 9, 2024Updated 2 years ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆147Jun 2, 2023Updated 2 years ago
- Official PyTorch implementation of Multilogue-Net (Best paper runner-up at Challenge-HML @ ACL 2020)☆58Dec 8, 2022Updated 3 years ago
- A Pytorch implementation of emotion recognition from videos☆18Sep 15, 2020Updated 5 years ago