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Jamil Fayyad

Conformal-in-the-Loop for Learning with Imbalanced Noisy Data

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Nov 04, 2024
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Debiasify: Self-Distillation for Unsupervised Bias Mitigation

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Nov 01, 2024
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Sim-to-Real Domain Adaptation for Deformation Classification

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Jul 13, 2024
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BiasPruner: Debiased Continual Learning for Medical Image Classification

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Jul 11, 2024
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Vision Transformers in Domain Adaptation and Generalization: A Study of Robustness

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Apr 05, 2024
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Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification

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Dec 12, 2023
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Learning to Team-Based Navigation: A Review of Deep Reinforcement Learning Techniques for Multi-Agent Pathfinding

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Aug 11, 2023
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Model Compression Methods for YOLOv5: A Review

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Jul 21, 2023
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