conftrace_

group theory

43 papers

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Co-occurring keywords

representation learning (6206) equivariant neural network (75) neural network (6616) representation theory (12) equivariant network (44) group representation (15) knowledge graph embedding (300) disentangled representation (521) group action (9) data augmentation (3052)

Papers

A Group-Theoretic Framework for Data Augmentation NIPS 2020
Universal Equivariant Multilayer Perceptrons ICML 2020
A Group-Theoretic Framework for Data Augmentation JMLR 2020
Symmetry and Group in Attribute-Object Compositions CVPR 2020
Equivariant Networks for Hierarchical Structures NIPS 2020
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions ICML 2020
Relation Embedding with Dihedral Group in Knowledge Graph ACL 2019
Symmetry-Based Disentangled Representation Learning requires Interaction with Environments NIPS 2019
A General Theory of Equivariant CNNs on Homogeneous Spaces NIPS 2019
Group Invariance Principles for Causal Generative Models AISTATS 2018
On the Generalization of Equivariance and Convolution in Neural Networks to the Action of Compact Groups ICML 2018
Exploiting Symmetries to Construct Efficient MCMC Algorithms With an Application to SLAM AISTATS 2015
Exploiting the Limits of Structure Learning via Inherent Symmetry AISTATS 2014
Fully Decentralized Task Swaps with Optimized Local Searching RSS 2014
Multiresolution analysis on the symmetric group NIPS 2012
Fast Resampling Weighted v-Statistics NIPS 2012
On Invariance in Hierarchical Models NIPS 2009
Characteristic Kernels on Groups and Semigroups NIPS 2008