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Deng Pan

Fast Explainability via Feasible Concept Sets Generator

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May 29, 2024
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Decentralized federated learning methods for reducing communication cost and energy consumption in UAV networks

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Apr 13, 2023
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Negative Flux Aggregation to Estimate Feature Attributions

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Jan 17, 2023
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Learning Compact Features via In-Training Representation Alignment

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Nov 23, 2022
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Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints

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Dec 14, 2020
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Explainable Recommendation via Interpretable Feature Mapping and Evaluation of Explainability

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Jul 12, 2020
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Defending against adversarial attacks on medical imaging AI system, classification or detection?

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Jun 24, 2020
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On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks

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Mar 04, 2020
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Improve SGD Training via Aligning Mini-batches

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Feb 27, 2020
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