서울대학교 산업공학과 DSBA 연구실

[Paper Review] Patch-wise Structural Loss for Time Series Forecasting

DSBA Study AI based Control Systems 15주차 Fuzzy Logic Control - Application

10 Retrieval Augmented Generation

[Paper Review] Safety Layers in Aligned Large Language Models: The Key to LLM Security

Parameter Efficient Fine Tuning

DSBA Study AI based Control Systems 14주차

[Paper Review] Fully Connected Spatial Temporal Graph for Multivariate Time Series Data

[Paper Review] Fusionformer: A Novel Adversarial Transformer-Fusion Attention for Anomaly Detection

AI-based Control Systems 13주차_Lyapunov-based Method (2)

[Paper Review] AXIS: EXPLAINABLE TIME SERIES ANOMALY DETECTION WITH LARGE LANGUAGE MODELS

AI-based Control Systems 12주차 Model Reference Adaptive Control Part 2

AI-based Control Systems 12주차 Model Reference Adaptive Control Part 1

[Paper Review] AutoTimes: Autoregressive Time Series Forecasters via Large Language Models

[Paper Review] Towards Time Series Reasoning for Anomaly with LLM Feedback

[Paper Review] Dynamic Clustering for Wafer Map Patterns using Self-Supervised Learning on CAE

[Paper Review] Fault classification and timing prediction for semiconductor manufacturing

[Paper Review] SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

[Paper Review] COUNTDOWN

[Paper Review] Deep Learning-Based Multi-Horizon Forecasting for Automated Material Handling ...

DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup

[Paper Review] LlamaRec: Two Stage Recommendation using LLMs for Ranking

[Paper Review] CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation

[Paper Review] Multi-task self-supervised time-series representation learning

[Paper Review] One-for-More: Continual Diffusion Model for Anomaly Detection

[Paper Review] Mismatch between Multi-turn Dialogue and its Evaluation Metric in DST

[Paper Review] FINALE:Finance Domain Instruction-Tuning Dataset with High-Quality Rationales via CoT

[Paper Review]Hierarchical Gaussian Mixture Normalizing Flows Modeling for Unified Anomaly Detection

[Paper Review] Navigating the Path of Writing: Outline-guided Text Generation with LLMs

[Paper Review] Detection and Defense: Student-Teacher Network for Adversarial Robustness

[Paper Review] AnoViT:Unsupervised Anomaly Detection and Localization with ViT-based Encoder-Decoder