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JoonHo Lee

Less for More: Enhancing Preference Learning in Generative Language Models with Automated Self-Curation of Training Corpora

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Aug 23, 2024
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Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation

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May 10, 2024
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V-STRONG: Visual Self-Supervised Traversability Learning for Off-road Navigation

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Dec 26, 2023
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LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation

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Sep 24, 2023
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Unsupervised Accuracy Estimation of Deep Visual Models using Domain-Adaptive Adversarial Perturbation without Source Samples

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Jul 19, 2023
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TerrainNet: Visual Modeling of Complex Terrain for High-speed, Off-road Navigation

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Mar 28, 2023
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Unsupervised Domain Adaptation Based on the Predictive Uncertainty of Models

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Nov 16, 2022
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Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation

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Aug 31, 2022
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REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs

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Oct 08, 2019
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