Localization Distillation for Dense Object Detection

24 February 2021

Ming-Ming Cheng

Papers citing "Localization Distillation for Dense Object Detection"

46 / 46 papers shown

Title
Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models Junjie Yang Junhao Song Xudong Han Ziqian Bi Tianyang Wang ... Yuyao Zhang Qian Niu Benji Peng Keyu Chen Ming Liu VLM 47 0 0 18 Apr 2025
CLoCKDistill: Consistent Location-and-Context-aware Knowledge Distillation for DETRs Qizhen Lan Qing Tian 55 0 0 15 Feb 2025
Centerness-based Instance-aware Knowledge Distillation with Task-wise Mutual Lifting for Object Detection on Drone Imagery Bowei Du Zhixuan Liao Yanan Zhang Zhi Cai Jiaxin Chen Di Huang 41 0 0 05 Nov 2024
D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution Refinement Yansong Peng Hebei Li Peixi Wu Yueyi Zhang Xingchen Sun Feng Wu 41 13 0 17 Oct 2024
Scale-Invariant Object Detection by Adaptive Convolution with Unified Global-Local Context Amrita Singh Snehasis Mukherjee 42 0 0 17 Sep 2024
DiReDi: Distillation and Reverse Distillation for AIoT Applications Chen Sun Qing Tong Wenshuang Yang Wenqi Zhang 29 0 0 12 Sep 2024
ALSS-YOLO: An Adaptive Lightweight Channel Split and Shuffling Network for TIR Wildlife Detection in UAV Imagery Ang He Xiaobo Li Ximei Wu Chengyue Su Jing Chen Sheng Xu Xiaobin Guo 39 2 0 10 Sep 2024
LAKD-Activation Mapping Distillation Based on Local Learning Yaoze Zhang Yuming Zhang Yu Zhao Yue Zhang Feiyu Zhu 31 0 0 21 Aug 2024
PADetBench: Towards Benchmarking Physical Attacks against Object Detection Jiawei Lian Jianhong Pan Lefan Wang Yi Wang Lap-Pui Chau Shaohui Mei AAML 36 0 0 17 Aug 2024
MutDet: Mutually Optimizing Pre-training for Remote Sensing Object Detection Ziyue Huang Yongchao Feng Qingjie Liu Yunhong Wang ViT 64 1 0 13 Jul 2024
Cross-Domain Knowledge Distillation for Low-Resolution Human Pose Estimation Zejun Gu Zhongming Zhao Henghui Ding Hao Shen Zhao Zhang De-Shuang Huang 34 0 0 19 May 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
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
Mutual-Learning Knowledge Distillation for Nighttime UAV Tracking Yufeng Liu 34 0 0 13 Dec 2023
Spatial-wise Dynamic Distillation for MLP-like Efficient Visual Fault Detection of Freight Trains Yang Zhang Huilin Pan Mingying Li An-Chi Wang Yang Zhou Hongliang Ren 23 1 0 10 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
SemiReward: A General Reward Model for Semi-supervised Learning Siyuan Li Weiyang Jin Zedong Wang Fang Wu Zicheng Liu Cheng Tan Stan Z. Li 35 9 0 04 Oct 2023
Self-Training and Multi-Task Learning for Limited Data: Evaluation Study on Object Detection Hoàng-Ân Lê Minh-Tan Pham 37 2 0 12 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
Teacher-Student Architecture for Knowledge Distillation: A Survey Chengming Hu Xuan Li Danyang Liu Haolun Wu Xi Chen Ju Wang Xue Liu 21 16 0 08 Aug 2023
Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes Di Wu Pengfei Chen Xuehui Yu Guorong Li Zhenjun Han Jianbin Jiao 35 8 0 22 Jul 2023
Knowledge Distillation for Object Detection: from generic to remote sensing datasets Hoàng-Ân Lê M. Pham 21 4 0 18 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
CrossKD: Cross-Head Knowledge Distillation for Object Detection Jiabao Wang Yuming Chen Zhaohui Zheng Xiang Li Ming-Ming Cheng Qibin Hou 40 32 0 20 Jun 2023
Visual Tuning Bruce X. B. Yu Jianlong Chang Haixin Wang Lin Liu Shijie Wang ... Lingxi Xie Haojie Li Zhouchen Lin Qi Tian Chang Wen Chen VLM 46 38 0 10 May 2023
Refined Response Distillation for Class-Incremental Player Detection Liang Bai Hangjie Yuan Tao Feng Hong Song Jian Yang 21 0 0 01 May 2023
Decomposed Cross-modal Distillation for RGB-based Temporal Action Detection Pilhyeon Lee Taeoh Kim Minho Shim Dongyoon Wee H. Byun 33 11 0 30 Mar 2023
A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation Ziwei Liu Yongtao Wang Xiaojie Chu 32 5 0 23 Mar 2023
DistilPose: Tokenized Pose Regression with Heatmap Distillation Suhang Ye Yingyi Zhang Jie Hu Liujuan Cao Shengchuan Zhang Lei Shen Jun Wang Shouhong Ding Rongrong Ji 30 19 0 04 Mar 2023
AMD: Adaptive Masked Distillation for Object Detection Guang-hong Yang Yin Tang Jun Li Jianhua Xu Xili Wan 17 6 0 31 Jan 2023
StereoDistill: Pick the Cream from LiDAR for Distilling Stereo-based 3D Object Detection Zhe Liu Xiaoqing Ye Xiao Tan Errui Ding Xiang Bai 3DPC 26 8 0 04 Jan 2023
Teach-DETR: Better Training DETR with Teachers Linjiang Huang Kaixin Lu Guanglu Song Liang Wang Siyu Liu Yu Liu Hongsheng Li 35 9 0 22 Nov 2022
DETRDistill: A Universal Knowledge Distillation Framework for DETR-families Jiahao Chang Shuo Wang Guangkai Xu Zehui Chen Chenhongyi Yang Fengshang Zhao 26 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 42 60 0 17 Nov 2022
ViTKD: Practical Guidelines for ViT feature knowledge distillation Zhendong Yang Zhe Li Ailing Zeng Zexian Li Chun Yuan Yu Li 86 42 0 06 Sep 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
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
Knowledge Distillation for Oriented Object Detection on Aerial Images Yicheng Xiao Junpeng Zhang ObjD 19 1 0 20 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
S4OD: Semi-Supervised learning for Single-Stage Object Detection Yueming Zhang Xingxu Yao Chao-Jung Liu F. Chen Xiaolin Song Tengfei Xing Runbo Hu Hua Chai Pengfei Xu Guoshan Zhang ObjD 36 7 0 09 Apr 2022
Dynamic Knowledge Distillation With Noise Elimination for RGB-D Salient Object Detection Guangyu Ren Yinxiao Yu Hengyan Liu Tania Stathaki 28 5 0 17 Jun 2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss Xue Yang Junchi Yan Qi Ming Wentao Wang Xiaopeng Zhang Qi Tian 113 399 0 28 Jan 2021
BorderDet: Border Feature for Dense Object Detection Han Qiu Yuchen Ma Zeming Li Songtao Liu Jian Sun ObjD 90 124 0 21 Jul 2020
Revisiting the Sibling Head in Object Detector Guanglu Song Yu Liu Xiaogang Wang ObjD 181 348 0 17 Mar 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,220 0 16 Nov 2016