group representation

Feature emergence via margin maximization: case studies in algebraic tasks ICLR 2024 Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks COLT 2024 MatrixNet: Learning over symmetry groups using learned group representations NeurIPS 2024 Multi-Group Proportional Representation in Retrieval NeurIPS 2024 Towards Fairer Centroids in K-means Clustering AAAI 2024 Generative Adversarial Symmetry Discovery ICML 2023 Homomorphism AutoEncoder -- Learning Group Structured Representations from Observed Transitions ICML 2023 Knowledge Graph Embedding by Normalizing Flows AAAI 2023 A PAC-Bayesian Generalization Bound for Equivariant Networks NeurIPS 2022 Fair Rank Aggregation NeurIPS 2022 FILTRA: Rethinking Steerable CNN by Filter Transform ICML 2021 Fourier Bases for Solving Permutation Puzzles AISTATS 2021 On Path Integration of Grid Cells: Group Representation and Isotropic Scaling NeurIPS 2021 Learning Disentangled Representations and Group Structure of Dynamical Environments NeurIPS 2020 Clebsch–Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network NeurIPS 2018 Understanding image motion with group representations ICLR 2018 Learning Equivariant Functions with Matrix Valued Kernels JMLR 2007