Stage Pipeline

Stage pipelines, a modular approach to complex tasks, are increasingly used across diverse fields like medical image analysis, natural language processing, and robotics. Current research focuses on optimizing these pipelines, including exploring dual-stream architectures for improved knowledge transfer and employing techniques like low-rank adaptation for efficient multilingual model expansion. This modularity enhances efficiency and accuracy by allowing for specialized processing at each stage, leading to improvements in areas such as early disease diagnosis, document summarization, and real-time robotic control.