Search Results for author: Qizhen Lan

Found 4 papers, 0 papers with code

Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation

no code implementations20 May 2024 Wentao Wang, Xi Xiao, Mingjie Liu, Qing Tian, Xuanyao Huang, Qizhen Lan, Swalpa Kumar Roy, Tianyang Wang

MDT-AF incorporates an attention-based feature filtering mechanism into the patch embedding blocks and employs a coarse-to-fine process to mitigate the impact of low signal-to-noise ratio.

Image Segmentation Medical Image Segmentation +2

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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