[EMNLP 2022] This repository contains the official implementation of the paper "MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences"
☆33Mar 10, 2024Updated 2 years ago
Alternatives and similar repositories for MM-Align
Users that are interested in MM-Align are comparing it to the libraries listed below
Sorting:
- ☆27Aug 2, 2023Updated 2 years ago
- Pytorch implementation for codes in Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis (Accepted by IEEE…☆14Feb 2, 2024Updated 2 years ago
- NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis☆31Jan 21, 2023Updated 3 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆143Apr 9, 2025Updated 11 months ago
- Fusion Modality Approaches for sentiment analysis and emotion recognition task.☆12Feb 5, 2021Updated 5 years ago
- This is the code for Coupled-translation Fusion Network.☆11Dec 2, 2021Updated 4 years ago
- Source code for ACL-IJCNLP 2021 paper "DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations".☆63Oct 24, 2023Updated 2 years ago
- ☆22Dec 17, 2024Updated last year
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆41Apr 16, 2023Updated 2 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Jun 21, 2022Updated 3 years ago
- MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation☆1,015Mar 10, 2024Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆79Aug 29, 2025Updated 6 months ago
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis, which is accepted by ACM MM 24.☆34Dec 30, 2024Updated last year
- Multimodal Sentiment Analysis using unified transformer☆25Oct 11, 2022Updated 3 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆277Mar 14, 2023Updated 3 years ago
- PersEmoN: A Deep Network for Joint Analysis of Apparent Personality, Emotion and Their Relationship☆12Jan 28, 2020Updated 6 years ago
- repository for HapticLLaMA: A Multimodal Sensory Language Model for Haptic Captioning☆199Sep 3, 2025Updated 6 months ago
- EmotionCircuits-LLM: A complete, reproducible framework for discovering and controlling emotion circuits in large language models.☆27Oct 20, 2025Updated 5 months ago
- ☆14Oct 10, 2024Updated last year
- Code, data and models for our submission to the ChaLearn 2021 LAP challenge (CVPR2021)☆18Mar 19, 2021Updated 5 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆197Mar 14, 2023Updated 3 years ago
- Lessons for MIT's App Inventor☆11Apr 27, 2018Updated 7 years ago
- ☆40Jan 15, 2026Updated 2 months ago
- Speech Emotion Recognition☆28Jun 19, 2020Updated 5 years ago
- ☆14Feb 22, 2025Updated last year
- MIntRec: A New Dataset for Multimodal Intent Recognition (ACM MM 2022)☆130May 2, 2025Updated 10 months ago
- ☆18Dec 17, 2024Updated last year
- ☆340Dec 4, 2023Updated 2 years ago
- UniSA: Unified Generative Framework for Sentiment Analysis☆52Apr 29, 2024Updated last year
- Future Technologies Conference 2025 - MULTIMODAL EMOTION RECOGNITION AND SENTIMENT ANALYSIS IN MULTI-PARTY CONVERSATION CONTEXTS☆13Sep 12, 2024Updated last year
- My implementation for the paper Context-Aware Emotion Recognition Networks☆30Mar 12, 2022Updated 4 years ago
- The implementation of CubeMLP☆51May 8, 2023Updated 2 years ago
- ☆19Oct 13, 2025Updated 5 months ago
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆62Jul 8, 2024Updated last year
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆981Jan 15, 2025Updated last year
- Official repo for the paper "Multimodal Phased Transformer for Sentiment Analysis".☆183Sep 21, 2025Updated 6 months ago
- ☆10Mar 18, 2025Updated last year
- ☆13Apr 2, 2025Updated 11 months ago
- Contextual Inter-modal Attention for Multi-modal Sentiment Analysis☆11Feb 24, 2021Updated 5 years ago