kiva12138 / MITRL
Modality-Invariant Temporal Representation Learning
☆17Updated 2 years ago
Alternatives and similar repositories for MITRL:
Users that are interested in MITRL are comparing it to the libraries listed below
- The implementation of CubeMLP☆44Updated last year
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆31Updated last year
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆71Updated 2 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆59Updated 7 months ago
- ☆33Updated 8 months ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆35Updated 2 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆24Updated last year
- ☆14Updated 10 months ago
- ☆23Updated last year
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆34Updated 2 years ago
- ☆34Updated 3 years ago
- ☆63Updated 5 months ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆60Updated 2 years ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆112Updated last year
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆64Updated 2 years ago
- [TMM2022] Source codes of CENet☆31Updated 2 years ago
- ☆29Updated 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
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆16Updated last year
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆81Updated 3 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆232Updated 2 years ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆56Updated 3 weeks ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆44Updated 2 years ago
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆37Updated 5 months ago
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis☆16Updated 4 months ago
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆20Updated last year
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆212Updated 2 years ago
- ☆26Updated 9 months ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆69Updated last year