2 papers
cs.CV2026
RFAssigner: A Generic Label Assignment Strategy for Dense Object Detection
Ziqian Guan, Xieyi Fu, Yuting Wang +5
Label assignment is a critical component in training dense object detectors. State-of-the-art methods typically assign each training sample a positive and a negative weight, optimi…
cs.CV2025
Gaussian Combined Distance: A Generic Metric for Object Detection
Ziqian Guan, Xieyi Fu, Pengjun Huang +5
In object detection, a well-defined similarity metric can significantly enhance model performance. Currently, the IoU-based similarity metric is the most commonly preferred choice…