Dynamic Loss Decay based Robust Oriented Object Detection on Remote Sensing Images with Noisy Labels

15 May 2024

Tongkui Liao

Papers citing "Dynamic Loss Decay based Robust Oriented Object Detection on Remote Sensing Images with Noisy Labels"

30 / 30 papers shown

Title
Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes Di Wu Pengfei Chen Xuehui Yu Guorong Li Zhenjun Han Jianbin Jiao 89 9 0 22 Jul 2023
Dynamic Coarse-to-Fine Learning for Oriented Tiny Object Detection Chang Xu Jian Ding Jinwang Wang Wentao Yang Huai Yu Lei Yu Gui-Song Xia ObjD 102 62 0 18 Apr 2023
Large Selective Kernel Network for Remote Sensing Object Detection Yuxuan Li Qibin Hou Zhaohui Zheng Mingmei Cheng Jian Yang Xiang Li ObjD 57 254 0 16 Mar 2023
Phase-Shifting Coder: Predicting Accurate Orientation in Oriented Object Detection Yi Yu F. Da 52 77 0 11 Nov 2022
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model Di Wang Qiming Zhang Yufei Xu Jing Zhang Bo Du Dacheng Tao Lefei Zhang 59 255 0 08 Aug 2022
Robust Object Detection With Inaccurate Bounding Boxes Chengxin Liu Kewei Wang Hao Lu Zhiguo Cao Ziming Zhang 38 24 0 20 Jul 2022
AO2-DETR: Arbitrary-Oriented Object Detection Transformer Linhui Dai Hong Liu Haoling Tang Zhiwei Wu Pinhao Song ViT 63 136 0 25 May 2022
Adaptive Early-Learning Correction for Segmentation from Noisy Annotations Sheng Liu Kangning Liu Weicheng Zhu Yiqiu Shen C. Fernandez‐Granda NoLa 71 105 0 07 Oct 2021
A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection Zhanchao Huang Wei Li X. Xia R. Tao 61 98 0 27 Sep 2021
Oriented R-CNN for Object Detection Xingxing Xie Gong Cheng Jiabao Wang Xiwen Yao Junwei Han ObjD 145 689 0 12 Aug 2021
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence Xue Yang Xiaojiang Yang Jirui Yang Qi Ming Wentao Wang Qi Tian Junchi Yan 84 386 0 03 Jun 2021
Oriented RepPoints for Aerial Object Detection Wentong Li Yijie Chen Kaixuan Hu Jianke Zhu 3DPC 55 306 0 24 May 2021
Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels Erik Englesson Hossein Azizpour NoLa 58 105 0 10 May 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 385 21,281 0 25 Mar 2021
ReDet: A Rotation-equivariant Detector for Aerial Object Detection Jiaming Han Jian Ding Nan Xue Guisong Xia 47 534 0 13 Mar 2021
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges Jian Ding Nan Xue Guisong Xia X. Bai Wen Yang ... Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Lefei Zhang 217 399 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 127 406 0 28 Jan 2021
Dense Label Encoding for Boundary Discontinuity Free Rotation Detection Xue Yang Liping Hou Yue Zhou Wentao Wang Junchi Yan 50 242 0 19 Nov 2020
Align Deep Features for Oriented Object Detection Jiaming Han Jian Ding Jie Li Guisong Xia ObjD 57 725 0 21 Aug 2020
Eigen-CAM: Class Activation Map using Principal Components Mohammed Bany Muhammad M. Yeasin 46 342 0 01 Aug 2020
Disentangling Human Error from the Ground Truth in Segmentation of Medical Images Le Zhang Ryutaro Tanno Moucheng Xu Chen Jin Joseph Jacob O. Ciccarelli F. Barkhof Daniel C. Alexander NoLa 44 101 0 31 Jul 2020
Early-Learning Regularization Prevents Memorization of Noisy Labels Sheng Liu Jonathan Niles-Weed N. Razavian C. Fernandez‐Granda NoLa 93 563 0 30 Jun 2020
Towards Noise-resistant Object Detection with Noisy Annotations Junnan Li Caiming Xiong R. Socher Guosheng Lin ObjD NoLa 117 31 0 03 Mar 2020
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object Xue Yang Junchi Yan Qingqing Liu Ang Li ObjD 65 884 0 15 Aug 2019
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels Bo Han Quanming Yao Xingrui Yu Gang Niu Miao Xu Weihua Hu Ivor Tsang Masashi Sugiyama NoLa 102 2,062 0 18 Apr 2018
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels Lu Jiang Zhengyuan Zhou Thomas Leung Li Li Li Fei-Fei NoLa 93 1,450 0 14 Dec 2017
DOTA: A Large-scale Dataset for Object Detection in Aerial Images Gui-Song Xia X. Bai Jian Ding Zhen Zhu Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Liangpei Zhang ObjD 121 2,166 0 28 Nov 2017
A Closer Look at Memorization in Deep Networks Devansh Arpit Stanislaw Jastrzebski Nicolas Ballas David M. Krueger Emmanuel Bengio ... Tegan Maharaj Asja Fischer Aaron Courville Yoshua Bengio Simon Lacoste-Julien TDI 116 1,814 0 16 Jun 2017
Regularizing Neural Networks by Penalizing Confident Output Distributions Gabriel Pereyra George Tucker J. Chorowski Lukasz Kaiser Geoffrey E. Hinton NoLa 137 1,137 0 23 Jan 2017
Weakly Supervised Deep Detection Networks Hakan Bilen Andrea Vedaldi WSOD 62 788 0 09 Nov 2015