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Matthew B. Blaschko

Unlocking the Value of Decentralized Data: A Federated Dual Learning Approach for Model Aggregation

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Mar 26, 2025
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DAVE: Diagnostic benchmark for Audio Visual Evaluation

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Mar 12, 2025
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ChromaFormer: A Scalable and Accurate Transformer Architecture for Land Cover Classification

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Mar 11, 2025
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Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?

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Nov 06, 2024
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A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators

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Oct 20, 2024
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Redundancy-Aware Camera Selection for Indoor Scene Neural Rendering

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Sep 11, 2024
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AC-IND: Sparse CT reconstruction based on attenuation coefficient estimation and implicit neural distribution

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Sep 11, 2024
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Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs

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Jul 01, 2024
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FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models

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Jun 23, 2024
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Can LLMs Learn by Teaching? A Preliminary Study

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Jun 20, 2024
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