Towards Robust Multimodal Sentiment Analysis with Incomplete Data
☆121Feb 24, 2026Updated 5 months ago
Alternatives and similar repositories for LNLN
Users that are interested in LNLN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI'25] DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis☆151Apr 16, 2025Updated last year
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆74Nov 27, 2024Updated last year
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆154Apr 9, 2025Updated last year
- [ACL 2024 Main] Official PyTorch implementation of the paper "Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis a…☆161Dec 13, 2024Updated last year
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆31Jan 9, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implement of AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis☆44May 26, 2026Updated 2 months ago
- [ICASSP 2025] "Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attentio…☆38Apr 27, 2025Updated last year
- [AAAI 2025] Official PyTorch implementation of the paper "Bridging the Gap for Test-Time Multimodal Sentiment Analysis"☆54Feb 21, 2025Updated last year
- 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
- ☆24Dec 17, 2024Updated last year
- ☆41Apr 16, 2024Updated 2 years ago
- Pytorch implementation for codes in Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis (Accepted by IEEE…☆15Feb 2, 2024Updated 2 years ago
- [NAACL-2024 Finidngs] The official implement of CLGSI☆38Feb 6, 2025Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆81Aug 29, 2025Updated 11 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis, which is accepted by ACM MM 24.☆40Dec 30, 2024Updated last year
- Multi-Modality Multi-Loss Fusion Network☆150Jul 28, 2024Updated 2 years ago
- The code for TMDC: A Two-Stage Modality Denoising and Complementation Framework for Multimodal Sentiment Analysis with Missing and Noisy …☆19Mar 23, 2026Updated 4 months ago
- ☆29Jul 9, 2026Updated last month
- The specific details of the AAAI2025 paper "Enriching Multimodal Sentiment Analysis Through Textual Emotional Descriptions of Visual-Audi…☆37Feb 27, 2025Updated last year
- ☆28Aug 3, 2025Updated last year
- ☆85Dec 4, 2024Updated last year
- Code for WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge☆17Dec 31, 2024Updated last year
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆1,039Jan 15, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A Tool for extracting multimodal features from videos.☆213Feb 11, 2023Updated 3 years ago
- ☆17Dec 14, 2024Updated last year
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆24Jan 2, 2024Updated 2 years ago
- ☆18Aug 15, 2024Updated 2 years ago
- The code for Hyper-Modality Enhancement for Multimodal Sentiment Analysis with Missing Modalities, which is accepted by NeurIPS 2025.☆17May 10, 2026Updated 3 months ago
- Codes for "Towards Robust Multimodal Emotion Recognition under Missing Modalities and Distribution Shifts".☆17Jul 9, 2025Updated last year
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆174Jun 2, 2023Updated 3 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆73Nov 9, 2022Updated 3 years ago
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆65Dec 5, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆21Jun 4, 2024Updated 2 years ago
- The code for CMAD: Correlation-Aware and Modalities-Aware Distillation for Multimodal Sentiment Analysis with Missing Modalities, which i…☆21Dec 1, 2025Updated 8 months ago
- [CVPR'25] EMOE: Modality-Specific Enhanced Dynamic Emotion Experts☆120Jul 12, 2025Updated last year
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆38May 15, 2023Updated 3 years ago
- AdaFN-AG: Enhancing Multimodal Interaction with Adaptive Feature Normalization for Multimodal Sentiment Analysis☆14Dec 18, 2024Updated last year
- ☆40Jan 15, 2026Updated 7 months ago
- [AAAI-2025] The official Implement of MSE-Adapter☆56Jul 16, 2025Updated last year