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activation analysis (1) cover learning (1) geometric datasets (1) topologically-faithful covers (1) representational similarity (1) convolutional neural network (1) persistent homology (1) optimization (1) simplicial complexes (1) topological data analysis (1)

Papers

Cover learning for large-scale topology representation ICML 2025 Experimental Observations of the Topology of Convolutional Neural Network Activations AAAI 2023