Distilling Object Detectors With Global Knowledge

Distilling Object Detectors With Global Knowledge

17 October 2022

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Papers citing "Distilling Object Detectors With Global Knowledge"

18 / 18 papers shown

Title
Attention-guided Feature Distillation for Semantic Segmentation Amir M. Mansourian Arya Jalali Rozhan Ahmadi S. Kasaei 181 0 0 08 Mar 2024
Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-guided Feature Imitation Gang Li Xiang Li Yujie Wang Shanshan Zhang Yichao Wu Ding Liang ObjD 50 80 0 09 Dec 2021
Distilling Object Detectors via Decoupled Features Jianyuan Guo Kai Han Yunhe Wang Han Wu Xinghao Chen Chunjing Xu Chang Xu 79 200 0 26 Mar 2021
Prime-Aware Adaptive Distillation Youcai Zhang Zhonghao Lan Yuchen Dai Fangao Zeng Yan Bai Jie Chang Yichen Wei 46 40 0 04 Aug 2020
Distilling Object Detectors with Task Adaptive Regularization Ruoyu Sun Fuhui Tang Xiaopeng Zhang H. Xiong Qi Tian ObjD 49 56 0 23 Jun 2020
Contrastive Representation Distillation Yonglong Tian Dilip Krishnan Phillip Isola 151 1,049 0 23 Oct 2019
Similarity-Preserving Knowledge Distillation Frederick Tung Greg Mori 120 978 0 23 Jul 2019
Cascade R-CNN: High Quality Object Detection and Instance Segmentation Zhaowei Cai Nuno Vasconcelos ObjD 79 1,356 0 24 Jun 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 153 2,868 0 17 Jun 2019
Distilling Object Detectors with Fine-grained Feature Imitation Tao Wang Li-xin Yuan Xiaopeng Zhang Jiashi Feng ObjD 60 382 0 09 Jun 2019
A Comprehensive Overhaul of Feature Distillation Byeongho Heo Jeesoo Kim Sangdoo Yun Hyojin Park Nojun Kwak J. Choi 80 580 0 03 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 130 5,008 0 02 Apr 2019
Feature Selective Anchor-Free Module for Single-Shot Object Detection Chenchen Zhu Yihui He Marios Savvides ObjD 73 797 0 02 Mar 2019
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels Lu Jiang Zhengyuan Zhou Thomas Leung Li Li Li Fei-Fei NoLa 98 1,453 0 14 Dec 2017
DSSD : Deconvolutional Single Shot Detector Cheng-Yang Fu Wen Liu A. Ranga A. Tyagi Alexander C. Berg ObjD 144 1,917 0 23 Jan 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 474 22,108 0 09 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 517 10,330 0 16 Nov 2016
FitNets: Hints for Thin Deep Nets Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang C. Gatta Yoshua Bengio FedML 308 3,887 0 19 Dec 2014