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Dimitrios Dimitriadis

CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning

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Jul 16, 2024
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Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs

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Jun 17, 2024
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Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?

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Jun 13, 2024
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MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs

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Feb 20, 2024
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Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels

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Jul 17, 2023
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Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture of Experts

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Jun 14, 2023
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Counterfactual Augmentation for Multimodal Learning Under Presentation Bias

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May 23, 2023
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Federated Multilingual Models for Medical Transcript Analysis

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Nov 04, 2022
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Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout

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Oct 28, 2022
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Invariant Aggregator for Defending Federated Backdoor Attacks

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Oct 04, 2022
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