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Graph Neural Networks

4,495 papers

Papers per year

Papers

Coherent Probabilistic Forecasting of Temporal Hierarchies AISTATS 2023
Spectral Augmentations for Graph Contrastive Learning AISTATS 2023
Probing Graph Representations AISTATS 2023
Histopathology Whole Slide Image Analysis With Heterogeneous Graph Representation Learning CVPR 2023
Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction CVPR 2023
VectorFloorSeg: Two-Stream Graph Attention Network for Vectorized Roughcast Floorplan Segmentation CVPR 2023
3D Spatial Multimodal Knowledge Accumulation for Scene Graph Prediction in Point Cloud CVPR 2023
An Actor-Centric Causality Graph for Asynchronous Temporal Inference in Group Activity CVPR 2023
Semi-Weakly Supervised Object Kinematic Motion Prediction CVPR 2023
Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation CVPR 2023
High Fidelity 3D Hand Shape Reconstruction via Scalable Graph Frequency Decomposition CVPR 2023
Sparse Multi-Modal Graph Transformer With Shared-Context Processing for Representation Learning of Giga-Pixel Images CVPR 2023
FAC: 3D Representation Learning via Foreground Aware Feature Contrast CVPR 2023
Neural Koopman Pooling: Control-Inspired Temporal Dynamics Encoding for Skeleton-Based Action Recognition CVPR 2023
Sampling Is Matter: Point-Guided 3D Human Mesh Reconstruction CVPR 2023
TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning With Structure-Trajectory Prompted Reconstruction for Person Re-Identification CVPR 2023
Turning Strengths Into Weaknesses: A Certified Robustness Inspired Attack Framework Against Graph Neural Networks CVPR 2023
G-MSM: Unsupervised Multi-Shape Matching With Graph-Based Affinity Priors CVPR 2023
Learning and Aggregating Lane Graphs for Urban Automated Driving CVPR 2023
Adaptive Graph Convolutional Subspace Clustering CVPR 2023
DepGraph: Towards Any Structural Pruning CVPR 2023
FJMP: Factorized Joint Multi-Agent Motion Prediction Over Learned Directed Acyclic Interaction Graphs CVPR 2023
Adversarially Robust Neural Architecture Search for Graph Neural Networks CVPR 2023
Deep Graph-Based Spatial Consistency for Robust Non-Rigid Point Cloud Registration CVPR 2023
Multivariate, Multi-Frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognition in Conversation CVPR 2023