Distilling Object Detectors via Decoupled Features

26 March 2021

Papers citing "Distilling Object Detectors via Decoupled Features"

43 / 93 papers shown

Title
DETRDistill: A Universal Knowledge Distillation Framework for DETR-families Jiahao Chang Shuo Wang Guangkai Xu Zehui Chen Chenhongyi Yang Fengshang Zhao 14 29 0 17 Nov 2022
BEVDistill: Cross-Modal BEV Distillation for Multi-View 3D Object Detection Zehui Chen Zhenyu Li Shiquan Zhang Liangji Fang Qinhong Jiang Feng Zhao 25 60 0 17 Nov 2022
Knowledge Distillation for Detection Transformer with Consistent Distillation Points Sampling Yu Wang Xin Li Shengzhao Wen Fu-En Yang Wanping Zhang Gang Zhang Haocheng Feng Junyu Han Errui Ding 29 5 0 15 Nov 2022
Structured Knowledge Distillation Towards Efficient and Compact Multi-View 3D Detection Linfeng Zhang Yukang Shi Hung-Shuo Tai Zhipeng Zhang Yuan He Ke Wang Kaisheng Ma 13 2 0 14 Nov 2022
Distilling Object Detectors With Global Knowledge Sanli Tang Zhongyu Zhang Zhanzhan Cheng Jing Lu Yunlu Xu Yi Niu Fan He 12 8 0 17 Oct 2022
IDa-Det: An Information Discrepancy-aware Distillation for 1-bit Detectors Sheng Xu Yanjing Li Bo-Wen Zeng Teli Ma Baochang Zhang Xianbin Cao Penglei Gao Jinhu Lv 14 15 0 07 Oct 2022
Attention is All They Need: Exploring the Media Archaeology of the Computer Vision Research Paper Sam Goree G. Appleby David J. Crandall Norman Su 14 2 0 22 Sep 2022
Rethinking Knowledge Distillation via Cross-Entropy Zhendong Yang Zhe Li Yuan Gong Tianke Zhang Shanshan Lao Chun Yuan Yu Li 17 14 0 22 Aug 2022
Task-Balanced Distillation for Object Detection Ruining Tang Zhen-yu Liu Yangguang Li Yiguo Song Hui Liu Qide Wang Jing Shao Guifang Duan Jianrong Tan 11 15 0 05 Aug 2022
Paint and Distill: Boosting 3D Object Detection with Semantic Passing Network Bo Ju Zhikang Zou Xiaoqing Ye Minyue Jiang Xiao Tan Errui Ding Jingdong Wang 3DPC 6 11 0 12 Jul 2022
HEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors Luting Wang Xiaojie Li Yue Liao Jiang Jianlong Wu Fei-Yue Wang Chao Qian Si Liu 9 20 0 12 Jul 2022
PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient Weihan Cao Yifan Zhang Jianfei Gao Anda Cheng Ke Cheng Jian Cheng 10 62 0 05 Jul 2022
Boosting Single-Frame 3D Object Detection by Simulating Multi-Frame Point Clouds Wu Zheng Li Jiang Fanbin Lu Yangyang Ye Chi-Wing Fu 3DPC ObjD 21 9 0 03 Jul 2022
Boosting 3D Object Detection by Simulating Multimodality on Point Clouds Wu Zheng Ming-Hong Hong Li Jiang Chi-Wing Fu 3DPC 9 29 0 30 Jun 2022
Knowledge Distillation for 6D Pose Estimation by Aligning Distributions of Local Predictions Shuxuan Guo Yinlin Hu J. Álvarez Mathieu Salzmann 12 12 0 30 May 2022
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection Linfeng Zhang Runpei Dong Hung-Shuo Tai Kaisheng Ma 3DPC 61 42 0 23 May 2022
Binarizing by Classification: Is soft function really necessary? Yefei He Luoming Zhang Weijia Wu Hong Zhou MQ 18 2 0 16 May 2022
Masked Generative Distillation Zhendong Yang Zhe Li Mingqi Shao Dachuan Shi Zehuan Yuan Chun Yuan FedML 11 168 0 03 May 2022
Localization Distillation for Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren Jun Wang W. Zuo Ming-Ming Cheng 19 63 0 12 Apr 2022
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation Tao Feng Mang Wang Hangjie Yuan ObjD CLL 15 82 0 05 Apr 2022
SIOD: Single Instance Annotated Per Category Per Image for Object Detection Hanjun Li Xingjia Pan Ke Yan Fan Tang Weihao Zheng 18 17 0 29 Mar 2022
LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object Detection Yi Wei Zibu Wei Yongming Rao Jiaxin Li Jie Zhou Jiwen Lu 26 63 0 28 Mar 2022
Scale-Equivalent Distillation for Semi-Supervised Object Detection Qiushan Guo Yao Mu Jianyu Chen Tianqi Wang Yizhou Yu Ping Luo 10 27 0 23 Mar 2022
Prediction-Guided Distillation for Dense Object Detection Chenhongyi Yang Mateusz Ochal Amos Storkey Elliot J. Crowley 14 27 0 10 Mar 2022
SEA: Bridging the Gap Between One- and Two-stage Detector Distillation via SEmantic-aware Alignment Yixin Chen Zhuotao Tian Pengguang Chen Shu-Lin Liu Jiaya Jia ObjD 9 1 0 02 Mar 2022
GhostNets on Heterogeneous Devices via Cheap Operations Kai Han Yunhe Wang Chang Xu Jianyuan Guo Chunjing Xu Enhua Wu Qi Tian 11 101 0 10 Jan 2022
Distillation of Human-Object Interaction Contexts for Action Recognition Muna Almushyti Frederick W. Li 6 3 0 17 Dec 2021
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 6 79 0 09 Dec 2021
SGM3D: Stereo Guided Monocular 3D Object Detection Zheyuan Zhou Liang Du Xiaoqing Ye Zhikang Zou Xiao Tan Li Zhang Xiangyang Xue Jianfeng Feng MDE 8 27 0 03 Dec 2021
Focal and Global Knowledge Distillation for Detectors Zhendong Yang Zhe Li Xiaohu Jiang Yuan Gong Zehuan Yuan Danpei Zhao Chun Yuan FedML ObjD 8 249 0 23 Nov 2021
Robust and Accurate Object Detection via Self-Knowledge Distillation Weipeng Xu Pengzhi Chu Renhao Xie Xiongziyan Xiao Hongcheng Huang AAML ObjD 8 4 0 14 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Fei Wu Jingren Zhou Hongxia Yang 11 91 0 11 Nov 2021
Distilling Object Detectors with Feature Richness Zhixing Du Rui Zhang Ming-Fang Chang Xishan Zhang Shaoli Liu Tianshi Chen Yunji Chen ObjD 11 51 0 01 Nov 2021
Response-based Distillation for Incremental Object Detection Tao Feng Mang Wang ObjD CLL 19 1 0 26 Oct 2021
Instance-Conditional Knowledge Distillation for Object Detection Zijian Kang Peizhen Zhang X. Zhang Jian-jun Sun N. Zheng 4 75 0 25 Oct 2021
LGD: Label-guided Self-distillation for Object Detection Peizhen Zhang Zijian Kang Tong Yang X. Zhang N. Zheng Jian-jun Sun ObjD 71 30 0 23 Sep 2021
Improving Object Detection by Label Assignment Distillation Chuong H. Nguyen Thuy C. Nguyen Tuan N. Tang N. Phan 27 41 0 24 Aug 2021
Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation Zhiwei Hao Jianyuan Guo Ding Jia Kai Han Yehui Tang Chao Zhang Dacheng Tao Yunhe Wang ViT 25 66 0 03 Jul 2021
Distilling Image Classifiers in Object Detectors Shuxuan Guo J. Álvarez Mathieu Salzmann VLM 6 8 0 09 Jun 2021
Localization Distillation for Dense Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren W. Zuo Qibin Hou Ming-Ming Cheng ObjD 87 111 0 24 Feb 2021
SCOP: Scientific Control for Reliable Neural Network Pruning Yehui Tang Yunhe Wang Yixing Xu Dacheng Tao Chunjing Xu Chao Xu Chang Xu AAML 32 153 0 21 Oct 2020
Large scale distributed neural network training through online distillation Rohan Anil Gabriel Pereyra Alexandre Passos Róbert Ormándi George E. Dahl Geoffrey E. Hinton FedML 267 402 0 09 Apr 2018
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016