This is the repository for "Efficient Low-rank Multimodal Fusion with Modality-Specific Factors", Liu and Shen, et. al. ACL 2018
☆275May 31, 2020Updated 5 years ago
Alternatives and similar repositories for Low-rank-Multimodal-Fusion
Users that are interested in Low-rank-Multimodal-Fusion are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.☆193Apr 5, 2020Updated 6 years ago
- Deep Multimodal Multilinear Fusion with High-order Polynomial Pooling☆26Oct 26, 2019Updated 6 years ago
- [ICLR 2019] Learning Factorized Multimodal Representations☆68Aug 4, 2020Updated 5 years ago
- [ACL'19] [PyTorch] Multimodal Transformer☆973Sep 12, 2022Updated 3 years ago
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆114Aug 4, 2020Updated 5 years ago
- AI Agents on 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.
- codes for: Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion☆48Sep 1, 2021Updated 4 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆279Mar 14, 2023Updated 3 years ago
- ☆216Dec 5, 2021Updated 4 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆72Apr 16, 2023Updated 3 years ago
- Contextual inter modal attention for multimodal sentiment analysis☆45Aug 28, 2021Updated 4 years ago
- Attention-based multimodal fusion for sentiment analysis☆367Apr 8, 2024Updated 2 years ago
- Context-aware-Interactive-Attention-for-Multi-modal-Sentiment-and Emotion-Analysis☆11Feb 24, 2021Updated 5 years ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆249Jun 25, 2022Updated 3 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆201Mar 14, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆68Aug 15, 2019Updated 6 years ago
- ☆47Feb 4, 2019Updated 7 years ago
- Implementation of MARN AAAI18 in pytorch☆13Aug 5, 2020Updated 5 years ago
- This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…☆913Mar 15, 2023Updated 3 years ago
- simple keras implement for 《Memory Fusion Network for Multi-view Sequential Learning》☆14Apr 9, 2021Updated 5 years ago
- Implementation of CVPR 2019 paper "Mfas: Multimodal fusion architecture search"☆81May 24, 2020Updated 5 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆82Jun 16, 2021Updated 4 years ago
- This is a short tutorial for using the CMU-MultimodalSDK.☆87Mar 20, 2019Updated 7 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆1,007Jan 15, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Reading list for research topics in multimodal machine learning☆6,865Aug 20, 2024Updated last year
- This repository presents UR-FUNNY dataset: first dataset for multimodal humor detection☆152Jan 13, 2021Updated 5 years ago
- NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis☆31Jan 21, 2023Updated 3 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆80Aug 29, 2025Updated 7 months ago
- Implementation of CVPR 2020 paper "MMTM: Multimodal Transfer Module for CNN Fusion"☆121Jun 16, 2020Updated 5 years ago
- Code for Findings of ACL 2021 paper: "A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analys…☆28Dec 5, 2022Updated 3 years ago
- 500,000 multimodal short video data and baseline models. 50万条多模态短视频数据集和基线模型（TensorFlow2.0）。☆136Jul 23, 2019Updated 6 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆33Aug 10, 2020Updated 5 years ago
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Dec 12, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- BLOCK (AAAI 2019), with a multimodal fusion library for deep learning models☆355Dec 4, 2019Updated 6 years ago
- Source code for training Gated Multimodal Units on MM-IMDb dataset☆101Apr 8, 2023Updated 3 years ago
- DeepCU: Integrating Both Common and Unique Latent Information for Multimodal Sentiment Analysis, IJCAI-19☆19Nov 21, 2019Updated 6 years ago
- Human Emotion Understanding using multimodal dataset.☆111Jul 27, 2020Updated 5 years ago
- ☆19Sep 24, 2021Updated 4 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆253Jan 22, 2021Updated 5 years ago
- Project for the Advanced Multimodal Machine Learning course at CMU.☆14May 14, 2016Updated 9 years ago