declare-lab / MM-Align
[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"
☆24Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for MM-Align
- NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis☆31Updated last year
- ☆26Updated 2 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations"☆81Updated last year
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆81Updated 2 years ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆55Updated last year
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆65Updated last year
- Code for paper "A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations"☆56Updated this week
- This is the code for Coupled-translation Fusion Network.☆8Updated 2 years ago
- MIntRec: A New Dataset for Multimodal Intent Recognition (ACM MM 2022)☆77Updated 10 months ago
- ☆65Updated 3 years ago
- ☆20Updated last year
- Code for Findings of ACL 2022 Paper "Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors"☆25Updated 2 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆59Updated 2 years ago
- ☆18Updated 3 years ago
- ☆48Updated 5 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆105Updated 4 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆199Updated last year
- code for "Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation, EMNLP 22"☆74Updated last year
- M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database. ACL 2022☆87Updated 2 years ago
- The implementation of CubeMLP☆42Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆52Updated last month
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆96Updated last year
- ☆20Updated last year
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆48Updated 11 months ago
- Explainable Multimodal Emotion Reasoning (EMER) and AffectGPT☆119Updated 6 months ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆164Updated last year
- A Tool for extracting multimodal features from videos.☆141Updated last year
- [TMM2022] Source codes of CENet☆21Updated last year
- ☆169Updated last year
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆25Updated last year