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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

Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited ACL 2025
Multi-Task Learning of Classification and Generation for Set-Structured Data WACV 2025
HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection NIPS 2024
Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models ACL 2024
Learning locally interacting discrete dynamical systems: Towards data-efficient and scalable prediction L4DC 2024
Complete Neural Networks for Complete Euclidean Graphs AAAI 2024
Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation NIPS 2024
Deep Neural Network Approximation of Invariant Functions through Dynamical Systems JMLR 2024
Deep Graph Mating NIPS 2024
Graph Ordering Attention Networks AAAI 2023
Predicting Temporal Sets with Simplified Fully Connected Networks AAAI 2023
Testing of Index-Invariant Properties in the Huge Object Model COLT 2023
What can a Single Attention Layer Learn? A Study Through the Random Features Lens NIPS 2023
MotionDiffuser: Controllable Multi-Agent Motion Prediction Using Diffusion CVPR 2023
Uncertainty Quantification over Graph with Conformalized Graph Neural Networks NIPS 2023
Learning Time-Invariant Representations for Individual Neurons from Population Dynamics NIPS 2023
PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor AAAI 2023
Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations ICML 2022
TD-GEN: Graph Generation Using Tree Decomposition AISTATS 2022
Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets ICML 2022
Learning functions on multiple sets using multi-set transformers UAI 2022
Going Deeper into Permutation-Sensitive Graph Neural Networks ICML 2022
Permutation Invariant Strategy Using Transformer Encoders for Table Understanding NAACL 2022
Learning Neural Set Functions Under the Optimal Subset Oracle NIPS 2022
Graph Neural Networks with Adaptive Readouts NIPS 2022