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permutation invariance

65 papers

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Co-occurring keywords

graph neural network (3962) attention mechanism (4001) neural network (6616) point cloud (1480) permutation invariant (23) representation learning (6206) graph generation (109) set learning (10) deep neural network (1803) message passing (579)

Papers

On Learning Sets of Symmetric Elements ICML 2020
Permutation-Invariant Feature Restructuring for Correlation-Aware Image Set-Based Recognition ICCV 2019
Stochastic Deep Networks ICML 2019
PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning CORL 2019
On the equivalence between graph isomorphism testing and function approximation with GNNs NIPS 2019
Learning Perceptual Inference by Contrasting NIPS 2019
On the Limitations of Representing Functions on Sets ICML 2019
Conditional Structure Generation through Graph Variational Generative Adversarial Nets NIPS 2019
Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks ICML 2019
SO-Net: Self-Organizing Network for Point Cloud Analysis CVPR 2018
Thread Popularity Prediction and Tracking with a Permutation-invariant Model EMNLP 2018
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction NIPS 2018
PointCNN: Convolution On X-Transformed Points NIPS 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation CVPR 2017
Deep Sets NIPS 2017