georgepar / mmlatch
Code for MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis https://arxiv.org/abs/2201.09828 (to be presented in ICASSP 2022)
☆29Updated last year
Related projects: ⓘ
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆64Updated last year
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆35Updated last year
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆78Updated 2 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆24Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆44Updated 10 months ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆25Updated last year
- ☆40Updated 2 months ago
- ☆164Updated last year
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆94Updated last year
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations"☆76Updated last year
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆187Updated last year
- ☆18Updated 5 years ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆181Updated 2 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆103Updated 3 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆117Updated last year
- [TMM2022] Source codes of CENet☆20Updated last year
- ☆30Updated 2 years ago
- Code for Paper "SWAFN: Sentimental Words Aware Fusion Network for Multimodal Sentiment Analysis", COLING2020☆11Updated 11 months ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆24Updated last month
- A Tool for extracting multimodal features from videos.☆131Updated last year
- ☆26Updated 2 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆53Updated 2 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆21Updated last year
- The implementation of CubeMLP☆40Updated last year
- Code for Findings of ACL 2022 Paper "Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors"☆25Updated 2 years ago
- Paper List for Multimodal Sentiment Analysis☆93Updated 3 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆159Updated last year
- Multi-Modality Multi-Loss Fusion Network☆39Updated last month
- ☆66Updated 2 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆20Updated 2 years ago