Neglected Free Lunch -- Learning Image Classifiers Using Annotation Byproducts

30 March 2023

Dongyoon Han

Junsuk Choe

Dante Chun

John Joon Young Chung

Papers citing "Neglected Free Lunch -- Learning Image Classifiers Using Annotation Byproducts"

22 / 72 papers shown

Title
Improved Regularization of Convolutional Neural Networks with Cutout Terrance Devries Graham W. Taylor 94 3,739 0 15 Aug 2017
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour Priya Goyal Piotr Dollár Ross B. Girshick P. Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He 3DH 94 3,666 0 08 Jun 2017
How hard can it be? Estimating the difficulty of visual search in an image Radu Tudor Ionescu B. Alexe Marius Leordeanu Marius Popescu Dim P. Papadopoulos V. Ferrari 50 140 0 23 May 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 65 3,192 0 22 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 307 27,018 0 20 Mar 2017
Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations A. Ross M. C. Hughes Finale Doshi-Velez FAtt 108 585 0 10 Mar 2017
MIML-FCN+: Multi-instance Multi-label Learning via Fully Convolutional Networks with Privileged Information Hao Yang Qiufeng Wang Jianfei Cai Yew-Soon Ong 46 61 0 28 Feb 2017
Training Group Orthogonal Neural Networks with Privileged Information Yunpeng Chen Xiaojie Jin Jiashi Feng Shuicheng Yan 32 52 0 24 Jan 2017
Gaze Embeddings for Zero-Shot Image Classification Nour Karessli Zeynep Akata Bernt Schiele Andreas Bulling 44 109 0 28 Nov 2016
Seeing with Humans: Gaze-Assisted Neural Image Captioning Yusuke Sugano Andreas Bulling 46 68 0 18 Aug 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 234 8,030 0 13 Aug 2016
Deep Networks with Stochastic Depth Gao Huang Yu Sun Zhuang Liu Daniel Sedra Kilian Q. Weinberger 156 2,344 0 30 Mar 2016
Generating Visual Explanations Lisa Anne Hendricks Zeynep Akata Marcus Rohrbach Jeff Donahue Bernt Schiele Trevor Darrell VLM FAtt 70 620 0 28 Mar 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 177 9,280 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.5K 192,638 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 514 27,231 0 02 Dec 2015
What's the Point: Semantic Segmentation with Point Supervision Amy Bearman Olga Russakovsky V. Ferrari Li Fei-Fei 3DPC 87 983 0 06 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 414 61,900 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 277 24,976 0 30 Apr 2015
Learning to Transfer Privileged Information V. Sharmanska Novi Quadrianto Christoph H. Lampert 19 27 0 01 Oct 2014
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 1.1K 39,383 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 288 43,290 0 01 May 2014