2 papers
cs.LG2026
CGSTA: Cross-Scale Graph Contrast with Stability-Aware Alignment for Multivariate Time-Series Anomaly Detection
Zhongpeng Qi, Jun Zhang, Wei Li +1
Multivariate time-series anomaly detection is essential for reliable industrial control, telemetry, and service monitoring. However, the evolving inter-variable dependencies and in…
cs.LG2024
A Comprehensive Solution to Connect Speech Encoder and Large Language Model for ASR
Van Tung Pham, Yist Lin, Tao Han +4
Recent works have shown promising results in connecting speech encoders to large language models (LLMs) for speech recognition. However, several limitations persist, including limi…