[Paper Review] Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation (3)

[Paper Review] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning (4)

[Paper Review] AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP (12)

[Paper Review]SLMREC: Distilling Large Language Models Into Small For Sequential Recommendation (15)

[Paper Review] TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables (18)

[Paper Review] Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models (17)

[Paper Review] Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective (15)

[Paper Review] Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding (17)

[Paper Review] Reasoning over Time Series with LLMs (16)

[Paper Review] Accurate predictions on small data with a tabular foundation model (17)