2 papers
cs.CV2026
ScopeMamba-YOLO: Widening the Perceptual Scope Inward and Outward for Small Object Detection in Remote Sensing Imagery
Junjie Fan, Yijun Mai, Linduo Wei +5
Small object detection in unmanned aerial vehicle (UAV) and remote sensing imagery requires preserving high-resolution detail while modeling long-range context. Adding a stride-4 d…
cs.AI2025
STELLA: Guiding Large Language Models for Time Series Forecasting with Semantic Abstractions
Junjie Fan, Hongye Zhao, Linduo Wei +5
Recent adaptations of Large Language Models (LLMs) for time series forecasting often fail to effectively enhance information for raw series, leaving LLM reasoning capabilities unde…