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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Learning Trajectory Dependencies for Human Motion Prediction ICCV 2019
Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks ICCV 2019
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation ICCV 2019
AttPool: Towards Hierarchical Feature Representation in Graph Convolutional Networks via Attention Mechanism ICCV 2019
Outlier Aware Network Embedding for Attributed Networks AAAI 2019
Contextualized Non-Local Neural Networks for Sequence Learning AAAI 2019
Graph Based Translation Memory for Neural Machine Translation AAAI 2019
Graph Convolutional Networks for Text Classification AAAI 2019
Joint Representation Learning for Multi-Modal Transportation Recommendation AAAI 2019
STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction ICCV 2019
Session-Based Recommendation with Graph Neural Networks AAAI 2019
Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction AAAI 2019
Hyperbolic Heterogeneous Information Network Embedding AAAI 2019
DSINE: Deep Structural Influence Learning via Network Embedding AAAI 2019
Hyperbolic Graph Convolutional Neural Networks NIPS 2019
Retrosynthesis Prediction with Conditional Graph Logic Network NIPS 2019
Hyperbolic Graph Neural Networks NIPS 2019
N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules NIPS 2019
Graph Agreement Models for Semi-Supervised Learning NIPS 2019
Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning ICCV 2019
From Strings to Things: Knowledge-Enabled VQA Model That Can Read and Reason ICCV 2019
G3raphGround: Graph-Based Language Grounding ICCV 2019
Relation Parsing Neural Network for Human-Object Interaction Detection ICCV 2019
Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition ICCV 2019
Graph-Based Object Classification for Neuromorphic Vision Sensing ICCV 2019