gw-zhong / UniMFView external linksLinks
Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequences".
☆27Jan 9, 2024Updated 2 years ago
Alternatives and similar repositories for UniMF
Users that are interested in UniMF are comparing it to the libraries listed below
Sorting:
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆104Apr 9, 2025Updated 10 months ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆37May 15, 2023Updated 2 years ago
- [TMM2022] Source codes of CENet☆40Mar 14, 2023Updated 2 years ago
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis, which is accepted by ACM MM 24.☆33Dec 30, 2024Updated last year
- ABAW6 (CVPR-W) We achieved second place in the valence arousal challenge of ABAW6☆31May 21, 2024Updated last year
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Jun 21, 2022Updated 3 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆78Aug 29, 2025Updated 5 months ago
- multi-modal sentiment☆17Nov 19, 2024Updated last year
- ☆13Jan 11, 2024Updated 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
- [ACL 2024 Main] Official PyTorch implementation of the paper "Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis a…☆132Dec 13, 2024Updated last year
- ☆12Dec 14, 2023Updated 2 years ago
- ☆17Oct 10, 2023Updated 2 years ago
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆94May 8, 2025Updated 9 months ago
- ☆19Jun 4, 2024Updated last year
- ☆40Apr 16, 2024Updated last year
- ☆38Jan 15, 2026Updated last month
- Modality-Invariant Temporal Representation Learning☆22Apr 21, 2023Updated 2 years ago
- ☆25Apr 16, 2025Updated 10 months ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆71Nov 9, 2022Updated 3 years ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆92Nov 17, 2023Updated 2 years ago
- ☆80Dec 4, 2024Updated last year
- Code for paper "Cross-modal Contrastive Learning for Multimodal Fake News Detection".☆56Oct 29, 2023Updated 2 years ago
- [CVPR'25] EMOE: Modality-Specific Enhanced Dynamic Emotion Experts☆108Jul 12, 2025Updated 7 months ago
- [NAACL-2024 Finidngs] The official implement of CLGSI☆33Feb 6, 2025Updated last year
- [ICASSP 2025] "Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attentio…☆34Apr 27, 2025Updated 9 months ago
- ☆27Aug 2, 2023Updated 2 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆274Mar 14, 2023Updated 2 years ago
- ☆29Apr 16, 2025Updated 10 months ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆138Apr 9, 2025Updated 10 months 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
- Code and Dataset for the paper "LAMM: Label Alignment for Multi-Modal Prompt Learning" AAAI 2024☆33Jan 3, 2024Updated 2 years ago
- Multi-Modality Multi-Loss Fusion Network☆141Jul 28, 2024Updated last year
- ☆36Sep 4, 2024Updated last year
- This paper list is about multimodal sentiment analysis.☆32Jan 27, 2022Updated 4 years ago
- ☆14Nov 26, 2025Updated 2 months ago
- [ICLR 2026] A novel cross-modal decoupling and alignment framework for multimodal representation learning.☆45Feb 5, 2026Updated last week
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆34Sep 28, 2023Updated 2 years ago
- Project of photoelectric information processing experiment in ZJU, ISEE☆14Sep 7, 2019Updated 6 years ago