Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
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Updated
Dec 10, 2024
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
[Paper][AAAI 2025] MyGO: Discrete Modality Information as Fine-Grained Tokens for Multi-modal Knowledge Graph Completion
The official repository of Achelous and Achelous++
Seed, Code, Harvest: Grow Your Own App with Tree of Thoughts!
[IEEE TCYB 2023] The first large-scale tracking dataset by fusing RGB and Event cameras.
This repository contains the source code for our paper: "Husformer: A Multi-Modal Transformer for Multi-Modal Human State Recognition". For more details, please refer to our paper at https://arxiv.org/abs/2209.15182.
Implementation of MoE Mamba from the paper: "MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts" in Pytorch and Zeta
Code for J. Wang, J. Li, Y. Shi, J. Lai and X. Tan, "AM3Net: Adaptive Mutual-learning-based Multimodal Data Fusion Network," in IEEE TCSVT, 2022. We conducted the experiments on the hyperspectral and lidar dataset(Houston and Trento) and multispectral and synthetic aperture radar data (grss-dfc-2007 datasets).
Training for multi-modal image fusion with PyTorch.
[Paper][SIGIR 2024] NativE: Multi-modal Knowledge Graph Completion in the Wild
The open source implementation of the model from "Scaling Vision Transformers to 22 Billion Parameters"
[CVPR-2023 Workshop@NFVLR] Official PyTorch implementation of Learning CLIP Guided Visual-Text Fusion Transformer for Video-based Pedestrian Attribute Recognition
Adaptive Confidence Multi-View Hashing
[IV'24] UniBEV: the official implementation of UniBEV
[Paper][LREC-COLING 2024] Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion
[Paper][Preprint 2024] Mixture of Modality Knowledge Experts for Robust Multi-modal Knowledge Graph Completion
The official implementation of "TFormer: A throughout fusion transformer for multi-modal skin lesion diagnosis"
IEEE 802.11n CSI and camera synchronization toolkit.
[CHI2021] Hidden emotion detection using multi-modal signals
Multi-Modal Attention-based Hierarchical Graph Neural Network for Object Interaction Recommendation in Internet of Things (IoT)
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