Seminar

[Paper Review] Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning (9)

[Paper Review] From Local to Global: A GraphRAG Approach to Query-Focused Summarization (8)

[Paper Review] AutoUAD: Hyper-parameter Optimization for Unsupervised Anomaly Detection (5)

[Paper Review] Prototype-oriented unsupervised anomaly detection for multivariate time series (10)

[Paper Review] HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting (11)

[Paper Review] Multi-Scale Finetuning for Encoder-based Time Series Foundation Models (9)

[Paper Review] Recent Research Trends in Video Anomaly Detection (11)

[Paper Review] Introduction to PINN (Some basic concepts and research directions) (11)

[Paper Review] TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment (10)

[Paper Review] Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection (9)