An Alternative Probabilistic Interpretation of the Huber Loss

Robust estimation of a location parameter

Peter J. Huber · 1964

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Convergence of EM image reconstruction algorithms with Gibbs smoothing

Kenneth Lange · 1990

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Microsoft COCO: Common objects in context

Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014

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Robust forward algorithms via PAC-Bayes and Laplace distributions

Asaf Noy and Koby Crammer · 2014

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Fast R-CNN

Ross Girshick · 2015

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Faster R-CNN

Ross Girshick · 2015

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Faster R-CNN: Towards real-time object detection with region proposal networks

Original

Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015

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Very deep convolutional networks for large-scale image recognition

Karen Simonyan and Andrew Zisserman · 2015

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Monocular 3D object detection for autonomous driving

Xiaozhi Chen, Kaustav Kundu, Ziyu Zhang, Huimin Ma, Sanja Fidler, and Raquel Urtasun · 2016

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Deep residual learning for image recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016

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SSD: Single shot multibox detector

Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C. Berg · 2016

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Multi-view 3D object detection network for autonomous driving

Xiaozhi Chen, Huimin Ma, Ji Wan, Bo Li, and Tian Xia · 2017

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DenseReg: Fully convolutional dense shape regression in-the-wild

Riza Alp Guler, George Trigeorgis, Epameinondas Antonakos, Patrick Snape, Stefanos Zafeiriou, and Iasonas Kokkinos · 2017

Cited alongside, same era.

Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick · 2017

Cited alongside, same era.

Focal loss for dense object detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, and Piotr Dollár · 2017

Later among the works it cites.

Pyramid stereo matching network

Jia-Ren Chang and Yong-Sheng Chen · 2018

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Joint 3D proposal generation and object detection from view aggregation

Jason Ku, Melissa Mozifian, Jungwook Lee, Ali Harakeh, and Steven L. Waslander · 2018

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Region ensemble network: Towards good practices for deep 3D hand pose estimation

Guijin Wang, Xinghao Chen, Hengkai Guo, and Cairong Zhang · 2018

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PIXOR: Real-time 3D object detection from point clouds

Bin Yang, Wenjie Luo, and Raquel Urtasun · 2018

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Monocular 3D object detection leveraging accurate proposals and shape reconstruction

Jason Ku, Alex D Pon, and Steven L Waslander · 2019