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Delta-XAI: A Unified Framework for Explaining Prediction Changes in Online Time Series Monitoring
Changhun Kim, Yechan Mun, Hyeongwon Jang, Eunseo Lee, Sangchul Hahn, Eunho Yang
Mar. 80, 10998
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Delta-XAI: A Unified Framework for Explaining Prediction Changes in Online Time Series Monitoring
Soft Equivariance Regularization for Invariant Self-Supervised Learning
Joohyung Lee, Changhun Kim, Hyunsu Kim, Kwanhyung Lee, Juho Lee
Mar. 70, 10998
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Soft Equivariance Regularization for Invariant Self-Supervised Learning
Position Paper: How Should We Responsibly Adopt LLMs in the Peer Review Process?
Juhwan Choi, JungMin Yun, Changhun Kim, YoungBin Kim
Mar. 50, 10998
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Position Paper: How Should We Responsibly Adopt LLMs in the Peer Review Process?
TIMING: Temporality-Aware Integrated Gradients for Time Series Explanation
Hyeongwon Jang, Changhun Kim, Eunho Yang
Mar. 20, 10998
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TIMING: Temporality-Aware Integrated Gradients for Time Series Explanation
Stable-TTS: Stable Speaker-Adaptive Text-to-Speech Synthesis via Prosody Prompting
Speaker-adaptive Text-to-Speech (TTS) synthesis has attracted considerable attention due to its broad range of applications, such as …
Wooseok Han, Minki Kang, Changhun Kim, Eunho Yang
Mar. 300, 9998
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Stable-TTS: Stable Speaker-Adaptive Text-to-Speech Synthesis via Prosody Prompting
CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation
3D point clouds captured from real-world sensors frequently encompass noisy points due to various obstacles, such as occlusion, limited …
Hajin Shim, Changhun Kim, Eunho Yang
Mar. 290, 9998
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CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation
SGEM: Test-Time Adaptation for Automatic Speech Recognition via Sequential-Level Generalized Entropy Minimization
Automatic speech recognition (ASR) models are frequently exposed to data distribution shifts in many real-world scenarios, leading to …
Changhun Kim, Joonhyung Park, Hajin Shim, Eunho Yang
Mar. 30, 7998
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SGEM: Test-Time Adaptation for Automatic Speech Recognition via Sequential-Level Generalized Entropy Minimization
DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values
Changhun Kim, Yechan Mun, Sangchul Hahn, Eunho Yang
Mar. 20, 1998
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DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values
AdapTable: Test-Time Adaptation for Tabular Data via Shift-Aware Uncertainty Calibrator and Label Distribution Handler
In real-world scenarios, tabular data often suffer from distribution shifts that threaten the performance of machine learning models. …
Changhun Kim, Taewon Kim, Seungyeon Woo, June Yong Yang, Eunho Yang
Mar. 10, 1998
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AdapTable: Test-Time Adaptation for Tabular Data via Shift-Aware Uncertainty Calibrator and Label Distribution Handler