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cs.CV2023
SKDF: A Simple Knowledge Distillation Framework for Distilling Open-Vocabulary Knowledge to Open-world Object Detector
Shuailei Ma, Yuefeng Wang, Ying Wei +4
In this paper, we attempt to specialize the VLM model for OWOD tasks by distilling its open-world knowledge into a language-agnostic detector. Surprisingly, we observe that the com…
cs.CV2023★ 1 cited
Detecting the open-world objects with the help of the Brain
Shuailei Ma, Yuefeng Wang, Ying Wei +5
Open World Object Detection (OWOD) is a novel computer vision task with a considerable challenge, bridging the gap between classic object detection (OD) benchmarks and real-world o…
cs.CV2022
Discriminative-Region Attention and Orthogonal-View Generation Model for Vehicle Re-Identification
Huadong Li, Yuefeng Wang, Ying Wei +2
Vehicle re-identification (Re-ID) is urgently demanded to alleviate thepressure caused by the increasingly onerous task of urban traffic management. Multiple challenges hamper the…