Search Results for "graph representation learning"

Model_Representation___Presentation.pptx

Model representation refers to the way a machine learning or statistical model is structured, stored...

12 slides 5

iamavp1234

Musical Meetups Knowledge Graph (MMKG): a collection of evidence for historical social network analysis

Knowledge Graphs (KGs) have emerged as a valuable tool for supporting humanities scholars and cultur...

13 slides 35

AlbaMorales38

240429_Thanh_LabSeminar[TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning with Structure-Trajectory Prompted Reconstruction for Person Re-Identification].pptx

TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning with Structure-Trajectory Pr...

19 slides 107

[20240429_LabSeminar_Huy]Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction.pptx

Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction

21 slides 136

240429_Thuy_Labseminar[Simplifying and Empowering Transformers for Large-Graph Representations].pptx

Simplifying and Empowering Transformers for Large-Graph Representations

13 slides 102

240722_Thuy_Labseminar[Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks].pptx

Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks

16 slides 70

[20240722_LabSeminar_Huy]WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series.pptx

WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series

18 slides 88

[NS][Lab_Seminar_240710]Improving Graph Networks through Selection-based Convolution.pptx

Improving Graph Networks through Selection-based Convolution

19 slides 60

[20240628_LabSeminar_Huy]ScalableSTGNN.pptx

Scalable Spatiotemporal Graph Neural Networks

16 slides 74

240628_Thanh_LabSeminar[Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks].pptx

Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks

0 slides 64

[NS][Lab_Seminar_240626]GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification.pptx

GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification

21 slides 72

[20240626_LabSeminar_Huy]MGGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction.pptx

MGGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment ...

18 slides 93

Finance

[NS][Lab_Seminar_240622]Vision HGNN: An Image is More than a Graph of Nodes.pptx

Vision HGNN: An Image is More than a Graph of Nodes

14 slides 95

[NS][Lab_Seminar_240619]A Simple Baseline for Weakly-Supervised Scene Graph Generation.pptx

A Simple Baseline for Weakly-Supervised Scene Graph Generation

15 slides 72

[20240621_LabSeminar_Huy]Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation.pptx

Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hy...

19 slides 83

[NS][Lab_Seminar_240703]GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning.pptx

GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning

15 slides 70

[20240703_LabSeminar_Huy]MakeGNNGreatAgain.pptx

Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for...

17 slides 85

[NS][Lab_Seminar_240614]Video Matting via Consistency-Regularized Graph Neural Networks.pptx

Video Matting via Consistency-Regularized Graph Neural Networks

17 slides 60

[20240614_LabSeminar_Huy]GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM.pptx

GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM

19 slides 71

[NS][Lab_Seminar_240611]Graph R-CNN.pptx

Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph

20 slides 65

[NS][Lab_Seminar_240612]Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation.pptx

Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation

13 slides 75

[NS][Lab_Seminar_240608]Cascade Graph Neural Network for RGB-D Salient Object Detection.pptx

Cascade Graph Neural Network for RGB-D Salient Object Detection

17 slides 66

[NS][Lab_Seminar_240609]Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud.pptx

Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud

18 slides 105