Towards Robust Multimodal Sentiment Analysis with Incomplete Data
☆110Feb 24, 2026Updated last month
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:
- 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☆124Apr 16, 2025Updated 11 months ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆143Apr 9, 2025Updated 11 months ago
- [ACL 2024 Main] Official PyTorch implementation of the paper "Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis a…☆137Dec 13, 2024Updated last year
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆29Jan 9, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆22Dec 17, 2024Updated last year
- ☆81Dec 4, 2024Updated last year
- [AAAI 2025] Official PyTorch implementation of the paper "Bridging the Gap for Test-Time Multimodal Sentiment Analysis"☆49Feb 21, 2025Updated last year
- [ICASSP 2025] "Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attentio…☆35Apr 27, 2025Updated 11 months ago
- Pytorch implementation for codes in Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis (Accepted by IEEE…☆14Feb 2, 2024Updated 2 years ago
- Multi-Modality Multi-Loss Fusion Network☆144Jul 28, 2024Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆79Aug 29, 2025Updated 7 months ago
- ☆20Jun 4, 2024Updated last year
- [NAACL-2024 Finidngs] The official implement of CLGSI☆36Feb 6, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆152Jun 2, 2023Updated 2 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆981Jan 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.☆35Dec 30, 2024Updated last year
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆62Dec 5, 2023Updated 2 years ago
- ☆40Apr 16, 2024Updated last year
- AdaFN-AG: Enhancing Multimodal Interaction with Adaptive Feature Normalization for Multimodal Sentiment Analysis☆14Dec 18, 2024Updated last year
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆35Sep 28, 2023Updated 2 years ago
- A Tool for extracting multimodal features from videos.☆208Feb 11, 2023Updated 3 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- ☆40Jan 15, 2026Updated 2 months ago
- Codebase for TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis. The code has been reo…☆30May 27, 2025Updated 10 months ago
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆97May 8, 2025Updated 10 months ago
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆19Sep 4, 2024Updated last year
- repository for HapticLLaMA: A Multimodal Sensory Language Model for Haptic Captioning☆200Sep 3, 2025Updated 6 months ago
- The specific details of the AAAI2025 paper "Enriching Multimodal Sentiment Analysis Through Textual Emotional Descriptions of Visual-Audi…☆30Feb 27, 2025Updated last year
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆277Mar 14, 2023Updated 3 years ago
- Code for WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge☆17Dec 31, 2024Updated last year
- This is the code for Coupled-translation Fusion Network.☆11Dec 2, 2021Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICLR 2026] DecAlign: Aligning Cross-Modal Semantics for Multimodal Foundation Models☆66Feb 5, 2026Updated last month
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Jun 21, 2022Updated 3 years ago
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆43Jan 15, 2025Updated last year
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆41Apr 16, 2023Updated 2 years ago
- 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…☆43Mar 2, 2026Updated 3 weeks ago
- ☆27Aug 2, 2023Updated 2 years ago