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Ilya Trofimov

Scalar Function Topology Divergence: Comparing Topology of 3D Objects

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Jul 11, 2024
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SeqNAS: Neural Architecture Search for Event Sequence Classification

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Jan 06, 2024
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Disentanglement Learning via Topology

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Aug 24, 2023
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Learning Topology-Preserving Data Representations

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Feb 15, 2023
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Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting

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Oct 17, 2022
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QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise

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Aug 31, 2022
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Representation Topology Divergence: A Method for Comparing Neural Network Representations

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Dec 31, 2021
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Manifold Topology Divergence: a Framework for Comparing Data Manifolds

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Jun 08, 2021
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Topological obstructions in neural networks learning

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Dec 31, 2020
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Multi-fidelity Neural Architecture Search with Knowledge Distillation

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Jun 15, 2020
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