2 papers
cs.CV2026
ECAD: Expanding Class-Agnostic Detection Beyond Thing-Centric Objectness
Liang Wan, Zixin Ren, Yupeng Zhang +2
Object detection is a fundamental task in visual perception, providing structured region representations for recognition, grounding, reasoning, and interaction. However, existing d…
cs.CV2026
COVD: Continual Open-Vocabulary Object Detection with Novel Concept Injection
Yupeng Zhang, Ruize Han, Yuzhong Feng +3
Open-vocabulary object detection (OVD) has made significant progress, enabling detectors to generalize from seen to unseen categories. However, real-world category spaces continual…