Localization Distillation for Object Detection

12 April 2022

Ming-Ming Cheng

Papers citing "Localization Distillation for Object Detection"

32 / 32 papers shown

Title
MedDet: Generative Adversarial Distillation for Efficient Cervical Disc Herniation Detection Zeyu Zhang Nengmin Yi Shengbo Tan Ying Cai Yi Yang Lei Xu Qingtai Li Zhang Yi Daji Ergu Yang Zhao MedIm 19 8 0 30 Aug 2024
MapDistill: Boosting Efficient Camera-based HD Map Construction via Camera-LiDAR Fusion Model Distillation Xiaoshuai Hao Ruikai Li Hui Zhang Dingzhe Li Rong Yin Sangil Jung Seungsang Park ByungIn Yoo Haimei Zhao Jing Zhang 25 7 0 16 Jul 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 20 0 0 11 Jun 2024
Exploring Graph-based Knowledge: Multi-Level Feature Distillation via Channels Relational Graph Zhiwei Wang Jun Huang Longhua Ma Chengyu Wu Hongyu Ma 22 0 0 14 May 2024
Few-shot Object Localization Yunhan Ren Bo Li Chengyang Zhang Yong Zhang Baocai Yin 19 1 0 19 Mar 2024
LSKNet: A Foundation Lightweight Backbone for Remote Sensing Yuxuan Li Xiang Li Yimain Dai Qibin Hou Li Liu Yongxiang Liu Ming-Ming Cheng Jian Yang 27 29 0 18 Mar 2024
Efficient Object Detection in Optical Remote Sensing Imagery via Attention-based Feature Distillation Pourya Shamsolmoali Jocelyn Chanussot Huiyu Zhou Yue Lu 21 5 0 28 Oct 2023
LumiNet: The Bright Side of Perceptual Knowledge Distillation Md. Ismail Hossain M. M. L. Elahi Sameera Ramasinghe A. Cheraghian Fuad Rahman Nabeel Mohammed Shafin Rahman 13 0 0 05 Oct 2023
MixFormerV2: Efficient Fully Transformer Tracking Yutao Cui Tian-Shu Song Gangshan Wu Liming Wang 8 24 0 25 May 2023
Large Selective Kernel Network for Remote Sensing Object Detection Yuxuan Li Qibin Hou Zhaohui Zheng Mingmei Cheng Jian Yang Xiang Li ObjD 8 236 0 16 Mar 2023
YOLOv6 v3.0: A Full-Scale Reloading Chuyin Li Lu Li Yifei Geng Hongliang Jiang Meng Cheng Bo-Wen Zhang Zaidan Ke Xiaoming Xu Xiangxiang Chu ObjD 9 200 0 13 Jan 2023
Knowledge-guided Causal Intervention for Weakly-supervised Object Localization Feifei Shao Yawei Luo Fei Gao Yezhou Yang Jun Xiao WSOL 20 4 0 03 Jan 2023
Distilling Object Detectors With Global Knowledge Sanli Tang Zhongyu Zhang Zhanzhan Cheng Jing Lu Yunlu Xu Yi Niu Fan He 10 8 0 17 Oct 2022
Explore Spatio-temporal Aggregation for Insubstantial Object Detection: Benchmark Dataset and Baseline Kailai Zhou Yibo Wang Tao Lv Yunqian Li Linsen Chen Qiu Shen Xun Cao 9 10 0 23 Jun 2022
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation Tao Feng Mang Wang Hangjie Yuan ObjD CLL 10 82 0 05 Apr 2022
Prediction-Guided Distillation for Dense Object Detection Chenhongyi Yang Mateusz Ochal Amos Storkey Elliot J. Crowley 12 27 0 10 Mar 2022
The KFIoU Loss for Rotated Object Detection Xue Yang Yue Zhou Gefan Zhang Jitui Yang Wentao Wang Junchi Yan Xiaopeng Zhang Q. Tian 53 157 0 29 Jan 2022
Adaptive Instance Distillation for Object Detection in Autonomous Driving Qizhen Lan Qing Tian 14 7 0 26 Jan 2022
CPPE-5: Medical Personal Protective Equipment Dataset Rishit Dagli A. Shaikh 11 12 0 15 Dec 2021
The MIS Check-Dam Dataset for Object Detection and Instance Segmentation Tasks Chintan Tundia Rajiv Kumar O. Damani G. Sivakumar 6 2 0 30 Nov 2021
Bootstrap Your Object Detector via Mixed Training Mengde Xu Zheng-Wei Zhang Fangyun Wei Yutong Lin Yue Cao Stephen Lin Han Hu Xiang Bai ObjD 6 6 0 04 Nov 2021
Response-based Distillation for Incremental Object Detection Tao Feng Mang Wang ObjD CLL 14 1 0 26 Oct 2021
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation Sumanth Chennupati Mohammad Mahdi Kamani Zhongwei Cheng Lin Chen 11 4 0 19 Oct 2021
Improving Object Detection by Label Assignment Distillation Chuong H. Nguyen Thuy C. Nguyen Tuan N. Tang N. Phan 22 41 0 24 Aug 2021
Localization Distillation for Dense Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren W. Zuo Qibin Hou Ming-Ming Cheng ObjD 78 111 0 24 Feb 2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss Xue Yang Junchi Yan Qi Ming Wentao Wang Xiaopeng Zhang Qi Tian 101 389 0 28 Jan 2021
BorderDet: Border Feature for Dense Object Detection Han Qiu Yuchen Ma Zeming Li Songtao Liu Jian-jun Sun ObjD 82 122 0 21 Jul 2020
Revisiting the Sibling Head in Object Detector Guanglu Song Yu Liu Xiaogang Wang ObjD 146 306 0 17 Mar 2020
'Skimming-Perusal' Tracking: A Framework for Real-Time and Robust Long-term Tracking B. Yan Haojie Zhao Dong Wang Huchuan Lu Xiaoyun Yang 39 147 0 04 Sep 2019
Arbitrary-Oriented Scene Text Detection via Rotation Proposals Jianqi Ma Weiyuan Shao Hao Ye Li Wang Hong Wang Yingbin Zheng Xiangyang Xue 150 1,170 0 03 Mar 2017
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
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014