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Shujian Yu

MvHo-IB: Multi-View Higher-Order Information Bottleneck for Brain Disorder Diagnosis

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Jul 03, 2025
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InfoDPCCA: Information-Theoretic Dynamic Probabilistic Canonical Correlation Analysis

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Jun 10, 2025
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Aggregation of Dependent Expert Distributions in Multimodal Variational Autoencoders

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May 02, 2025
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Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence

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Feb 24, 2025
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Deep Dynamic Probabilistic Canonical Correlation Analysis

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Feb 07, 2025
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Towards the Generalization of Multi-view Learning: An Information-theoretical Analysis

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Jan 28, 2025
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ELEMENT: Episodic and Lifelong Exploration via Maximum Entropy

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Dec 05, 2024
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Discovering Common Information in Multi-view Data

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Jun 21, 2024
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Domain Adaptation with Cauchy-Schwarz Divergence

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May 30, 2024
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BAN: Detecting Backdoors Activated by Adversarial Neuron Noise

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May 30, 2024
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