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Homayoun Najjaran

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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Meta SAC-Lag: Towards Deployable Safe Reinforcement Learning via MetaGradient-based Hyperparameter Tuning

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Aug 15, 2024
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Sim-to-Real Domain Adaptation for Deformation Classification

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Jul 13, 2024
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Condition Monitoring with Incomplete Data: An Integrated Variational Autoencoder and Distance Metric Framework

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Apr 08, 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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Ego-Motion Aware Target Prediction Module for Robust Multi-Object Tracking

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Apr 03, 2024
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Extended Reality for Enhanced Human-Robot Collaboration: a Human-in-the-Loop Approach

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Mar 21, 2024
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A mathematical model for simultaneous personnel shift planning and unrelated parallel machine scheduling

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Feb 24, 2024
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Safety Optimized Reinforcement Learning via Multi-Objective Policy Optimization

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Feb 23, 2024
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