Towards Robust Multimodal Sentiment Analysis with Incomplete Data
☆105Feb 24, 2026Updated last week
Alternatives and similar repositories for LNLN
Users that are interested in LNLN are comparing it to the libraries listed below
Sorting:
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆67Nov 27, 2024Updated last year
- [AAAI'25] DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis☆119Apr 16, 2025Updated 10 months ago
- ☆19Dec 17, 2024Updated last year
- [AAAI 2025] Official PyTorch implementation of the paper "Bridging the Gap for Test-Time Multimodal Sentiment Analysis"☆48Feb 21, 2025Updated last year
- Pytorch implementation for codes in Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis (Accepted by IEEE…☆13Feb 2, 2024Updated 2 years ago
- ☆80Dec 4, 2024Updated last year
- Multi-Modality Multi-Loss Fusion Network☆142Jul 28, 2024Updated last year
- AdaFN-AG: Enhancing Multimodal Interaction with Adaptive Feature Normalization for Multimodal Sentiment Analysis☆14Dec 18, 2024Updated last year
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis, which is accepted by ACM MM 24.☆33Dec 30, 2024Updated last year
- ☆19Jun 4, 2024Updated last year
- [NAACL-2024 Finidngs] The official implement of CLGSI☆33Feb 6, 2025Updated last year
- ☆40Apr 16, 2024Updated last year
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆38May 15, 2023Updated 2 years ago
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆62Dec 5, 2023Updated 2 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆960Jan 15, 2025Updated last year
- ☆39Jan 15, 2026Updated last month
- Codebase for TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis. The code has been reo…☆27May 27, 2025Updated 9 months ago
- Code for WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge☆15Dec 31, 2024Updated last year
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆96May 8, 2025Updated 10 months ago
- Crossmodal Translation based Meta Weight Adaption for Robust Image-Text Sentiment Analysis☆15May 16, 2024Updated last year
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆43Jan 15, 2025Updated last year
- repository for HapticLLaMA: A Multimodal Sensory Language Model for Haptic Captioning☆199Sep 3, 2025Updated 6 months ago
- multi-modal sentiment☆17Nov 19, 2024Updated last year
- ☆13Jan 11, 2024Updated 2 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆274Mar 14, 2023Updated 2 years ago
- [ICLR 2026] DecAlign: Aligning Cross-Modal Semantics for Multimodal Foundation Models☆54Feb 5, 2026Updated last month
- 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
- ☆35Jul 25, 2024Updated last year
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Jun 21, 2022Updated 3 years ago
- Source codes of the our paper titled "Multi-level Textual-Visual Alignment and Fusion Network for Multimodal Aspect-based Sentiment Analy…☆16Apr 23, 2024Updated last year
- ☆20Jan 21, 2025Updated last year
- ☆27Aug 2, 2023Updated 2 years ago
- Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23☆226Dec 13, 2023Updated 2 years ago
- ☆25Apr 16, 2025Updated 10 months ago
- Modality-Invariant Temporal Representation Learning☆22Apr 21, 2023Updated 2 years ago
- [TMM2022] Source codes of CENet☆40Mar 14, 2023Updated 2 years ago
- ☆25Nov 6, 2025Updated 4 months ago
- ☆10Mar 18, 2025Updated 11 months ago