Deep Structured Instance Graph for Distilling Object Detectors

27 September 2021

Papers citing "Deep Structured Instance Graph for Distilling Object Detectors"

9 / 9 papers shown

Title
Encapsulating Knowledge in One Prompt Qi Li Runpeng Yu Xinchao Wang VLM KELM 52 3 0 16 Jul 2024
Exploring Graph-based Knowledge: Multi-Level Feature Distillation via Channels Relational Graph Zhiwei Wang Jun Huang Longhua Ma Chengyu Wu Hongyu Ma 35 0 0 14 May 2024
GraphKD: Exploring Knowledge Distillation Towards Document Object Detection with Structured Graph Creation Ayan Banerjee Sanket Biswas Josep Lladós Umapada Pal 43 1 0 17 Feb 2024
Graph Relation Distillation for Efficient Biomedical Instance Segmentation Xiaoyu Liu Yueyi Zhang Zhiwei Xiong Wei Huang Bo Hu Xiaoyan Sun Feng Wu 34 0 0 12 Jan 2024
Graph-based Knowledge Distillation: A survey and experimental evaluation Jing Liu Tongya Zheng Guanzheng Zhang Qinfen Hao 33 8 0 27 Feb 2023
PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient Weihan Cao Yifan Zhang Jianfei Gao Anda Cheng Ke Cheng Jian Cheng 26 62 0 05 Jul 2022
SEA: Bridging the Gap Between One- and Two-stage Detector Distillation via SEmantic-aware Alignment Yixin Chen Zhuotao Tian Pengguang Chen Shu Liu Jiaya Jia ObjD 9 1 0 02 Mar 2022
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 35 48 0 31 Dec 2021
Knowledge Distillation by On-the-Fly Native Ensemble Xu Lan Xiatian Zhu S. Gong 197 473 0 12 Jun 2018