Search Results for author: Qizhen Lan

Found 3 papers, 0 papers with code

Gradient-Guided Knowledge Distillation for Object Detectors

no code implementations7 Mar 2023 Qizhen Lan, Qing Tian

In this paper, we propose a novel approach for knowledge distillation in object detection, named Gradient-guided Knowledge Distillation (GKD).

Knowledge Distillation Object +2

Adaptive Instance Distillation for Object Detection in Autonomous Driving

no code implementations26 Jan 2022 Qizhen Lan, Qing Tian

In this paper, we propose Adaptive Instance Distillation (AID) to selectively impart teacher's knowledge to the student to improve the performance of knowledge distillation.

Autonomous Driving Knowledge Distillation +2

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