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Jaesik Choi

Probing Network Decisions: Capturing Uncertainties and Unveiling Vulnerabilities Without Label Information

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Mar 12, 2025
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Neural ODE Transformers: Analyzing Internal Dynamics and Adaptive Fine-tuning

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Mar 03, 2025
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Diverse Rare Sample Generation with Pretrained GANs

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Dec 27, 2024
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xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition

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Dec 23, 2024
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Memorizing Documents with Guidance in Large Language Models

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Jun 23, 2024
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Towards Dynamic Trend Filtering through Trend Point Detection with Reinforcement Learning

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Jun 06, 2024
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Capsule Neural Networks as Noise Stabilizer for Time Series Data

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Mar 20, 2024
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CardioCaps: Attention-based Capsule Network for Class-Imbalanced Echocardiogram Classification

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Mar 15, 2024
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Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings

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Mar 14, 2024
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Understanding Distributed Representations of Concepts in Deep Neural Networks without Supervision

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Dec 28, 2023
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