Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequences".
☆31Jan 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The code for CMAD: Correlation-Aware and Modalities-Aware Distillation for Multimodal Sentiment Analysis with Missing Modalities, which i…☆23Dec 1, 2025Updated 9 months ago
- [ICASSP 2025] "Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attentio…☆38Apr 27, 2025Updated last year
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆121Feb 24, 2026Updated 6 months ago
- The code for TMDC: A Two-Stage Modality Denoising and Complementation Framework for Multimodal Sentiment Analysis with Missing and Noisy …☆21Mar 23, 2026Updated 5 months ago
- Codes for "Towards Robust Multimodal Emotion Recognition under Missing Modalities and Distribution Shifts".☆17Jul 9, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆41Apr 16, 2024Updated 2 years ago
- Codebase for TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis. The code has been reo…☆38May 27, 2025Updated last year
- Official implement of AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis☆43May 26, 2026Updated 3 months ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆38May 15, 2023Updated 3 years ago
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis, which is accepted by ACM MM 24.☆40Dec 30, 2024Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆81Aug 29, 2025Updated last year
- [AAAI'25] DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis☆152Apr 16, 2025Updated last year
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆73Nov 27, 2024Updated last year
- ☆21Jun 4, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [CVPR'25] EMOE: Modality-Specific Enhanced Dynamic Emotion Experts☆124Jul 12, 2025Updated last year
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆28Jun 21, 2022Updated 4 years ago
- ☆40Jan 15, 2026Updated 7 months ago
- A curated list of Affective Computing & Emotion AI: Papers, datasets, and toolkits for Multimodal Emotion Recognition, Emotional Reasonin…☆38Jan 18, 2026Updated 7 months ago
- [TMM2022] Source codes of CENet☆43Mar 14, 2023Updated 3 years ago
- ☆28Aug 3, 2025Updated last year
- MMER☆19Jan 8, 2026Updated 8 months ago
- The code for Hyper-Modality Enhancement for Multimodal Sentiment Analysis with Missing Modalities, which is accepted by NeurIPS 2025.☆19May 10, 2026Updated 3 months ago
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆24Jan 2, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆14Nov 15, 2023Updated 2 years ago
- ☆29Aug 2, 2023Updated 3 years ago
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆105May 8, 2025Updated last year
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆154Apr 9, 2025Updated last year
- multi-modal sentiment☆16Nov 19, 2024Updated last year
- The official code repository of ShaSpec model from CVPR 2023 [paper](https://arxiv.org/pdf/2307.14126) "Multi-modal Learning with Missing…☆104Apr 16, 2025Updated last year
- [NAACL-2024 Finidngs] The official implement of CLGSI☆38Feb 6, 2025Updated last year
- The specific details of the AAAI2025 paper "Enriching Multimodal Sentiment Analysis Through Textual Emotional Descriptions of Visual-Audi…☆37Feb 27, 2025Updated last year
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆31Aug 17, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repo is the official implementation of "Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning" accepted by AA…☆67May 26, 2026Updated 3 months ago
- SarcNet: A Multilingual Multimodal Sarcasm Detection Dataset (COLING2024 Oral)