Instance-Conditional Knowledge Distillation for Object Detection

25 October 2021

Papers citing "Instance-Conditional Knowledge Distillation for Object Detection"

42 / 42 papers shown

Title
Distilling 3D distinctive local descriptors for 6D pose estimation Amir Hamza Andrea Caraffa Davide Boscaini Fabio Poiesi 46 0 0 19 Mar 2025
Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation Jiaming Lv Haoyuan Yang P. Li 79 1 0 11 Dec 2024
Knowledge Distillation via Query Selection for Detection Transformer Yi Liu Luting Wang Zongheng Tang Yue Liao Yifan Sun Lijun Zhang Si Liu 28 0 0 10 Sep 2024
Teaching with Uncertainty: Unleashing the Potential of Knowledge Distillation in Object Detection Junfei Yi Jianxu Mao Tengfei Liu Mingjie Li Hanyu Gu Hui Zhang Xiaojun Chang Yaonan Wang 34 2 0 11 Jun 2024
Active Object Detection with Knowledge Aggregation and Distillation from Large Models Dejie Yang Yang Liu 39 3 0 21 May 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
On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving Kaituo Feng Changsheng Li Dongchun Ren Ye Yuan Guoren Wang 38 6 0 02 Mar 2024
GraphKD: Exploring Knowledge Distillation Towards Document Object Detection with Structured Graph Creation Ayan Banerjee Sanket Biswas Josep Lladós Umapada Pal 40 1 0 17 Feb 2024
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense Prediction Zhaoge Liu Xiaohao Xu Yunkang Cao Nong Sang VLM 34 0 0 16 Jan 2024
Let All be Whitened: Multi-teacher Distillation for Efficient Visual Retrieval Zhe Ma Jianfeng Dong Shouling Ji Zhenguang Liu Xuhong Zhang Zonghui Wang Sifeng He Feng Qian Xiaobo Zhang Lei Yang 35 6 0 15 Dec 2023
RdimKD: Generic Distillation Paradigm by Dimensionality Reduction Yi Guo Yiqian He Xiaoyang Li Haotong Qin Van Tung Pham Yang Zhang Shouda Liu 43 1 0 14 Dec 2023
Object-centric Cross-modal Feature Distillation for Event-based Object Detection Lei Li Alexander Liniger Mario Millhaeusler Vagia Tsiminaki Yuanyou Li Dengxin Dai 31 4 0 09 Nov 2023
DistillBEV: Boosting Multi-Camera 3D Object Detection with Cross-Modal Knowledge Distillation Zeyu Wang Dingwen Li Chenxu Luo Cihang Xie Xiaodong Yang 41 23 0 26 Sep 2023
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection Longrong Yang Xianpan Zhou Xuewei Li Liang Qiao Zheyang Li Zi-Liang Yang Gaoang Wang Xi Li 21 17 0 28 Aug 2023
Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation Shengcao Cao Mengtian Li James Hays Deva Ramanan Yu-xiong Wang Liangyan Gui VLM 26 11 0 17 Aug 2023
Knowledge Distillation for Object Detection: from generic to remote sensing datasets Hoàng-Ân Lê M. Pham 21 4 0 18 Jul 2023
DOT: A Distillation-Oriented Trainer Borui Zhao Quan Cui Renjie Song Jiajun Liang 19 4 0 17 Jul 2023
Efficient Visual Fault Detection for Freight Train Braking System via Heterogeneous Self Distillation in the Wild Yang Zhang Huilin Pan Yang Zhou Mingying Li Guo-dong Sun 18 8 0 03 Jul 2023
Function-Consistent Feature Distillation Dongyang Liu Meina Kan Shiguang Shan Xilin Chen 44 18 0 24 Apr 2023
Geometric-aware Pretraining for Vision-centric 3D Object Detection Linyan Huang Huijie Wang J. Zeng Shengchuan Zhang Liujuan Cao Junchi Yan Hongyang Li 3DPC 67 9 0 06 Apr 2023
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection Luting Wang Yi Liu Penghui Du Zihan Ding Yue Liao Qiaosong Qi Biaolong Chen Si Liu ObjD VLM 70 62 0 10 Mar 2023
Smooth and Stepwise Self-Distillation for Object Detection Jieren Deng Xiaoxia Zhou Hao Tian Zhihong Pan Derek Aguiar ObjD 26 0 0 09 Mar 2023
Gradient-Guided Knowledge Distillation for Object Detectors Qizhen Lan Qingze Tian 19 8 0 07 Mar 2023
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection Jianing Li Ming Lu Jiaming Liu Yandong Guo Li Du Shanghang Zhang 40 6 0 01 Dec 2022
Structural Knowledge Distillation for Object Detection Philip de Rijk Lukas Schneider Marius Cordts D. Gavrila 27 24 0 23 Nov 2022
D $^3$ ETR: Decoder Distillation for Detection Transformer Xiaokang Chen Jiahui Chen Yong-Jin Liu Gang Zeng 42 16 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 42 5 0 15 Nov 2022
Heterogeneous Feature Distillation Network for SAR Image Semantic Segmentation Mengyu Gao Qiulei Dong 21 2 0 17 Oct 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 26 20 0 05 Aug 2022
Label-Guided Auxiliary Training Improves 3D Object Detector Yaomin Huang Xinmei Liu Yichen Zhu Zhiyuan Xu Chaomin Shen Zhengping Che Guixu Zhang Yaxin Peng Feifei Feng Jian Tang 3DPC 22 12 0 24 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 26 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 32 9 0 03 Jul 2022
Cross-domain Federated Object Detection Shangchao Su Bin Li Chengzhi Zhang Min Yang Xiangyang Xue FedML 16 8 0 30 Jun 2022
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection Linfeng Zhang Runpei Dong Hung-Shuo Tai Kaisheng Ma 3DPC 72 47 0 23 May 2022
Masked Generative Distillation Zhendong Yang Zhe Li Mingqi Shao Dachuan Shi Zehuan Yuan Chun Yuan FedML 29 168 0 03 May 2022
Localization Distillation for Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren Jun Wang W. Zuo Ming-Ming Cheng 24 64 0 12 Apr 2022
Prediction-Guided Distillation for Dense Object Detection Chenhongyi Yang Mateusz Ochal Amos Storkey Elliot J. Crowley 27 28 0 10 Mar 2022
Object Detection in Autonomous Vehicles: Status and Open Challenges Abhishek Balasubramaniam S. Pasricha 47 54 0 19 Jan 2022
Focal and Global Knowledge Distillation for Detectors Zhendong Yang Zhe Li Xiaohu Jiang Yuan Gong Zehuan Yuan Danpei Zhao Chun Yuan FedML ObjD 19 251 0 23 Nov 2021
Rethinking the Misalignment Problem in Dense Object Detection Yang Yang Min Li Bo Meng Junxing Ren Degang Sun Zihao Huang 21 4 0 27 Aug 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
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 182 597 0 12 Mar 2020