Towards Robust Multimodal Sentiment Analysis with Incomplete Data
☆113Feb 24, 2026Updated 2 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☆135Apr 16, 2025Updated last year
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆70Nov 27, 2024Updated last year
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆147Apr 9, 2025Updated last year
- [ACL 2024 Main] Official PyTorch implementation of the paper "Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis a…☆146Dec 13, 2024Updated last year
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆30Jan 9, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆28Dec 17, 2024Updated last year
- ☆81Dec 4, 2024Updated last year
- [ICASSP 2025] "Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attentio…☆36Apr 27, 2025Updated last year
- Pytorch implementation for codes in Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis (Accepted by IEEE…☆15Feb 2, 2024Updated 2 years ago
- Multi-Modality Multi-Loss Fusion Network☆147Jul 28, 2024Updated last year
- ☆40Apr 16, 2024Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆80Aug 29, 2025Updated 8 months ago
- [NAACL-2024 Finidngs] The official implement of CLGSI☆36Feb 6, 2025Updated last year
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆161Jun 2, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆1,019Jan 15, 2025Updated last year
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆38May 15, 2023Updated 2 years ago
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis, which is accepted by ACM MM 24.☆37Dec 30, 2024Updated last year
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆64Dec 5, 2023Updated 2 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆73Nov 9, 2022Updated 3 years ago
- Official implement of AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis☆39Oct 9, 2024Updated last year
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆36Sep 28, 2023Updated 2 years ago
- ☆40Jan 15, 2026Updated 3 months ago
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆100May 8, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆20Sep 4, 2024Updated last year
- Codebase for TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis. The code has been reo…☆33May 27, 2025Updated 11 months ago
- repository for UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition☆202Sep 3, 2025Updated 8 months ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆38Aug 15, 2024Updated last year
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆280Mar 14, 2023Updated 3 years ago
- Code for WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge☆17Dec 31, 2024Updated last year
- [TMM2022] Source codes of CENet☆40Mar 14, 2023Updated 3 years ago
- This is the code for Coupled-translation Fusion Network.☆11Dec 2, 2021Updated 4 years ago
- The specific details of the AAAI2025 paper "Enriching Multimodal Sentiment Analysis Through Textual Emotional Descriptions of Visual-Audi…☆33Feb 27, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆28Jun 21, 2022Updated 3 years ago
- [ICLR 2026] DecAlign: Aligning Cross-Modal Semantics for Multimodal Foundation Models☆88Feb 5, 2026Updated 3 months ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆43Apr 16, 2023Updated 3 years ago
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆44Jan 15, 2025Updated last year
- Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment anal…☆86Mar 17, 2023Updated 3 years ago
- PyTorch Implementation of "Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Larg…☆48Mar 2, 2026Updated 2 months ago
- ☆28Aug 2, 2023Updated 2 years ago