Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities
☆71Nov 9, 2022Updated 3 years ago
Alternatives and similar repositories for MMIN
Users that are interested in MMIN are comparing it to the libraries listed below
Sorting:
- ☆36Sep 4, 2024Updated last year
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆118Jun 18, 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
- This is the code for Coupled-translation Fusion Network.☆11Dec 2, 2021Updated 4 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Jun 21, 2022Updated 3 years ago
- ☆48Feb 4, 2019Updated 7 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆37May 15, 2023Updated 2 years ago
- Pytorch implementation for codes in Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis (Accepted by IEEE…☆13Feb 2, 2024Updated 2 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆274Mar 14, 2023Updated 2 years ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆104Updated this week
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆78Aug 29, 2025Updated 6 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
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆27Jan 9, 2024Updated 2 years ago
- [ACL 2024 Main] Official PyTorch implementation of the paper "Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis a…☆132Dec 13, 2024Updated last year
- ☆67Aug 15, 2019Updated 6 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆958Jan 15, 2025Updated last year
- PyTorch implementation for Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition☆12Mar 20, 2022Updated 3 years ago
- [EMNLP 2022] This repository contains the official implementation of the paper "MM-Align: Learning Optimal Transport-based Alignment Dyna…☆33Mar 10, 2024Updated last year
- Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23☆226Dec 13, 2023Updated 2 years ago
- ☆20Oct 23, 2022Updated 3 years ago
- [ACL'19] [PyTorch] Multimodal Transformer☆961Sep 12, 2022Updated 3 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆138Apr 9, 2025Updated 10 months ago
- Source code for ACL-IJCNLP 2021 paper "DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations".☆62Oct 24, 2023Updated 2 years ago
- repository for HapticLLaMA: A Multimodal Sensory Language Model for Haptic Captioning☆199Sep 3, 2025Updated 5 months ago
- Crossmodal Translation based Meta Weight Adaption for Robust Image-Text Sentiment Analysis☆15May 16, 2024Updated last year
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆113Aug 4, 2020Updated 5 years ago
- The code for "Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Commonsense Know…☆21May 22, 2022Updated 3 years ago
- ☆26Apr 25, 2022Updated 3 years ago
- ☆328Dec 4, 2023Updated 2 years ago
- The code for Multi-Scale Receptive Field Graph Model for Emotion Recognition in Conversations☆11Jan 17, 2023Updated 3 years ago
- Code for Paper "SWAFN: Sentimental Words Aware Fusion Network for Multimodal Sentiment Analysis", COLING2020☆12Oct 6, 2023Updated 2 years ago
- [NeurIPS 2024] Official PyTorch implementation of the paper "Classifier-guided Gradient Modulation for Enhanced Multimodal Learning"☆36Oct 10, 2024Updated last year
- ☆27Aug 2, 2023Updated 2 years ago
- ☆28Aug 16, 2022Updated 3 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆196Mar 14, 2023Updated 2 years ago
- A Tool for extracting multimodal features from videos.☆206Feb 11, 2023Updated 3 years ago
- Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.☆195Apr 5, 2020Updated 5 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆97Sep 8, 2022Updated 3 years ago
- An implementation of multimodal deep neural network, a new model for human breast cancer prognosis prediction.☆12Mar 5, 2018Updated 7 years ago