Yixuan Yuan*

CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection

"Open-vocabulary object detection (OVD) utilizes image-level cues to expand the linguistic space of region proposals, thereby facilitating the detection of diverse novel classes. Recent works adapt CLIP embedding by minimizing the object-image and object-text discrepancy combinatorially in a discrim…