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hierarchical pooling

11 papers

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Co-occurring keywords

graph neural network (3962) graph pooling (38) graph classification (212) node classification (482) attention mechanism (4001) convolutional cluster pooling (1) irregular domain (1) sentence representation (206) structural entropy (23) adaptive pooling (6)

Papers

An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection IJCAI 2025
SkipPool: Improved Sparse Hierarchical Graph Pooling with Differentiable Exploration AAAI 2025
The expressive power of pooling in Graph Neural Networks NIPS 2023
Structural Entropy Guided Graph Hierarchical Pooling ICML 2022
Scalable Vision Transformers With Hierarchical Pooling ICCV 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling IJCNLP 2021
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations AAAI 2020
Hierarchical Pyramid Diverse Attention Networks for Face Recognition CVPR 2020
Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection INTERSPEECH 2019
Classifying Signals on Irregular Domains via Convolutional Cluster Pooling AISTATS 2019
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms ACL 2018