Jisoo Mok

1. Accelerating Neural Architecture Search via Proxy Data
   2021/06/09 by Byunggook Na, Jisoo Mok, Na, Byunggook +5 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
2. Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?
   2022/03/28 by Jisoo Mok, Byunggook Na, Mok, Jisoo +7 · 2 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science #Advanced Neural Network Applications
3. LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems
   2024/06/27 by Jisoo Mok, Mok, Jisoo, Mohammad Kachuee +9 · 2 citations
   Computer Science · #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Service-Oriented Architecture and Web Services
4. Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation
   2025/01/09 by HyunGi Kim, Kim, HyunGi, Siwon Kim +5 · 3 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
5. Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization
   2022/04/11 by Jungbeom Lee, Lee, Jungbeom, Eunji Kim +5 · 1 citation
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Advanced Neural Network Applications
6. Superpixel Tokenization for Vision Transformers: Preserving Semantic Integrity in Visual Tokens
   2024/12/06 by Jaihyun Lew, Lew, Jaihyun, Soohyuk Jang +15 · 2 voices · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
7. Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection
   2025/06/04 by HyunGi Kim, Jisoo Mok, Kim, HyunGi +9 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Time Series Analysis and Forecasting