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Paul Bogdan

Multi-scale Conditional Generative Modeling for Microscopic Image Restoration

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Jul 07, 2024
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Exploring Edge Probability Graph Models Beyond Edge Independency: Concepts, Analyses, and Algorithms

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May 26, 2024
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A structure-aware framework for learning device placements on computation graphs

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May 23, 2024
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Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning

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Apr 15, 2024
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Exploring Neuron Interactions and Emergence in LLMs: From the Multifractal Analysis Perspective

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Feb 14, 2024
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Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks

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Dec 20, 2023
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Discovering Malicious Signatures in Software from Structural Interactions

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Dec 19, 2023
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Leveraging Reinforcement Learning and Large Language Models for Code Optimization

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Dec 09, 2023
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Leader-Follower Neural Networks with Local Error Signals Inspired by Complex Collectives

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Oct 11, 2023
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Neuro-Inspired Hierarchical Multimodal Learning

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Sep 27, 2023
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