Distilling Object Detectors with Task Adaptive Regularization

Distilling Object Detectors with Task Adaptive Regularization

23 June 2020

Papers citing "Distilling Object Detectors with Task Adaptive Regularization"

12 / 12 papers shown

Title
DiReDi: Distillation and Reverse Distillation for AIoT Applications Chen Sun Qing Tong Wenshuang Yang Wenqi Zhang 31 0 0 12 Sep 2024
RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features Geonho Bang Kwangjin Choi Jisong Kim Dongsuk Kum Jun Won Choi 43 13 0 08 Mar 2024
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 36 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 34 31 0 30 Jun 2022
Localization Distillation for Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren Jun Wang W. Zuo Ming-Ming Cheng 24 64 0 12 Apr 2022
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation Tao Feng Mang Wang Hangjie Yuan ObjD CLL 26 84 0 05 Apr 2022
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 19 79 0 09 Dec 2021
Deep Structured Instance Graph for Distilling Object Detectors Yixin Chen Pengguang Chen Shu-Lin Liu Liwei Wang Jiaya Jia ObjD ISeg 16 12 0 27 Sep 2021
G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation Lewei Yao Renjie Pi Hang Xu Wei Zhang Zhenguo Li Tong Zhang 37 34 0 17 Aug 2021
Distilling Object Detectors via Decoupled Features Jianyuan Guo Kai Han Yunhe Wang Han Wu Xinghao Chen Chunjing Xu Chang Xu 41 199 0 26 Mar 2021
Localization Distillation for Dense Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren W. Zuo Qibin Hou Ming-Ming Cheng ObjD 101 115 0 24 Feb 2021
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 334 1,049 0 10 Feb 2017