I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation

24 February 2025

Papers citing "I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation"

21 / 21 papers shown

Title
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation Shoumeng Qiu Jie Chen Xinrun Li Ru Wan Xiangyang Xue Jian Pu VLM 74 3 0 18 Jul 2024
Categories of Response-Based, Feature-Based, and Relation-Based Knowledge Distillation Chuanguang Yang Xinqiang Yu Zhulin An Yongjun Xu VLM OffRL 135 25 0 19 Jun 2023
Cross-Image Relational Knowledge Distillation for Semantic Segmentation Chuanguang Yang Helong Zhou Zhulin An Xue Jiang Yong Xu Qian Zhang 108 171 0 14 Apr 2022
Exploring Inter-Channel Correlation for Diversity-preserved KnowledgeDistillation Li Liu Qingle Huang Sihao Lin Hongwei Xie Bing Wang Xiaojun Chang Xiao-Xue Liang 72 103 0 08 Feb 2022
Channel-wise Knowledge Distillation for Dense Prediction Changyong Shu Yifan Liu Jianfei Gao Zheng Yan Chunhua Shen 60 265 0 26 Nov 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 62 2,932 0 09 Jun 2020
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 258 1,047 0 06 Mar 2020
Relational Knowledge Distillation Wonpyo Park Dongju Kim Yan Lu Minsu Cho 63 1,405 0 10 Apr 2019
Knowledge Adaptation for Efficient Semantic Segmentation Tong He Chunhua Shen Zhi Tian Dong Gong Changming Sun Youliang Yan SSeg 40 225 0 12 Mar 2019
Improving Fast Segmentation With Teacher-student Learning Jiafeng Xie Bing Shuai Jianfang Hu Jingyang Lin Weishi Zheng 77 95 0 19 Oct 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 126 2,197 0 02 Aug 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 116 782 0 19 Mar 2018
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 219 8,468 0 17 Jun 2017
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer Sergey Zagoruyko N. Komodakis 113 2,569 0 12 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 619 11,984 0 04 Dec 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 312 2,077 0 07 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 666 37,806 0 20 May 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.0K 11,587 0 06 Apr 2016
Quantized Convolutional Neural Networks for Mobile Devices Jiaxiang Wu Cong Leng Yuhang Wang Qinghao Hu Jian Cheng MQ 83 1,165 0 21 Dec 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 322 19,609 0 09 Mar 2015
FitNets: Hints for Thin Deep Nets Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang C. Gatta Yoshua Bengio FedML 288 3,870 0 19 Dec 2014