JaydenZeng / EMMR
Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022
☆24Updated 2 years ago
Alternatives and similar repositories for EMMR:
Users that are interested in EMMR are comparing it to the libraries listed below
- The implementation of CubeMLP☆42Updated last year
- ☆32Updated 5 months ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆29Updated last year
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆12Updated last year
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆23Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆57Updated 4 months ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆44Updated 2 months ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆61Updated 2 years ago
- ☆14Updated 8 months ago
- ☆22Updated last year
- ☆59Updated 2 months ago
- 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
- [TMM2022] Source codes of CENet☆28Updated last year
- ☆22Updated 10 months ago
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆31Updated last year
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆56Updated 2 years ago
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆16Updated last year
- ☆28Updated 10 months ago
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆8Updated 5 months ago
- ☆23Updated 6 months ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆68Updated last year
- This is the code for Coupled-translation Fusion Network.☆10Updated 3 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆34Updated last year
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆106Updated last year
- ☆13Updated 8 months ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis☆84Updated 3 months ago
- ☆12Updated 5 months ago
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆29Updated last year
- ☆23Updated last year
- Modality-Invariant Temporal Representation Learning☆17Updated last year