metaphysicser / PS-Mixer
PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis
☆32Updated last year
Alternatives and similar repositories for PS-Mixer:
Users that are interested in PS-Mixer are comparing it to the libraries listed below
- ☆58Updated 3 months ago
- ☆14Updated 9 months ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆29Updated last year
- The implementation of CubeMLP☆43Updated last year
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆24Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆57Updated 5 months ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆92Updated last week
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆30Updated 3 months ago
- [TMM2022] Source codes of CENet☆31Updated 2 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆24Updated 2 years ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆49Updated 3 months ago
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆12Updated last year
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆65Updated last year
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis☆15Updated 2 months ago
- ☆22Updated last year
- Code for Findings of ACL 2021 paper: "A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analys…☆28Updated 2 years ago
- ☆14Updated 6 months ago
- Modality-Invariant Temporal Representation Learning☆17Updated last year
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆70Updated last year
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆17Updated last year
- ☆10Updated last year
- ☆22Updated 11 months ago
- ☆32Updated 6 months ago
- ☆34Updated 3 years ago
- Multi-Modality Multi-Loss Fusion Network☆96Updated 7 months ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆106Updated last year
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆35Updated last year
- ☆73Updated 3 years ago
- ☆27Updated 9 months ago