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Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping Yingbin Bai 1 Zhongyi Han 2 Erkun Y ang 3 Jun Y u 4
Neural Information Processing Systems
Most existing approaches for dealing with noisy labels broadly fall into two categories: noise-modeling-based methods and memorization-effects-based methods.
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RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks
Neural Information Processing Systems
Parallel-in-time (PinT) techniques have been proposed to solve systems of time-dependent differential equations by parallelizing the temporal domain.
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- Europe > United Kingdom (0.04)
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- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.92)
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- Research Report > Experimental Study (0.45)
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- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.92)
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- Research Report > New Finding (0.67)
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- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.92)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.67)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.67)
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- Asia > Middle East > Jordan (0.04)
- North America > United States > Massachusetts > Suffolk County > Boston (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- Asia > China > Guangxi Province > Nanning (0.04)
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- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.93)
- Information Technology > Artificial Intelligence > Vision (0.93)
- Information Technology > Artificial Intelligence > Natural Language (0.68)
ProteinInvBench: Benchmarking Protein Inverse Folding on Diverse Tasks, Models, and Metrics
Neural Information Processing Systems
Protein inverse folding has attracted increasing attention in recent years.
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- North America > Canada > Quebec > Montreal (0.04)
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- Health & Medicine > Pharmaceuticals & Biotechnology (1.00)
- Education (0.68)
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