Object Detection as a Positive-Unlabeled Problem

11 February 2020

Lawrence Carin

Papers citing "Object Detection as a Positive-Unlabeled Problem"

32 / 32 papers shown

Title
Background Adaptive Faster R-CNN for Semi-Supervised Convolutional Object Detection of Threats in X-Ray Images J. Sigman Gregory P. Spell Kevin J. Liang Lawrence Carin ObjD 30 18 0 02 Oct 2020
An Empirical Study of Example Forgetting during Deep Neural Network Learning Mariya Toneva Alessandro Sordoni Rémi Tachet des Combes Adam Trischler Yoshua Bengio Geoffrey J. Gordon 100 723 0 12 Dec 2018
OMNIA Faster R-CNN: Detection in the wild through dataset merging and soft distillation Alexandre Ramé Emilien Garreau H. Ben-younes Charles Ollion ObjD 61 17 0 06 Dec 2018
Soft Sampling for Robust Object Detection Zhe Wu Navaneeth Bodla Bharat Singh Mahyar Najibi Rama Chellappa L. Davis ObjD 39 72 0 18 Jun 2018
Visual and Semantic Knowledge Transfer for Large Scale Semi-supervised Object Detection Yuxing Tang Josiah Wang Xiaofang Wang Boyang Gao Emmanuel Dellandrea R. Gaizauskas Liming Chen ObjD 44 115 0 09 Jan 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 88 1,448 0 14 Dec 2017
DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion Annotations Ke Yan Xiaosong Wang Le Lu Ronald M. Summers MedIm 54 55 0 04 Oct 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 102 4,201 0 25 Jul 2017
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions Chunhui Gu Chen Sun David A. Ross Carl Vondrick C. Pantofaru ... G. Toderici Susanna Ricco Rahul Sukthankar Cordelia Schmid Jitendra Malik VGen 87 1,021 0 23 May 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 300 27,018 0 20 Mar 2017
Positive-Unlabeled Learning with Non-Negative Risk Estimator Ryuichi Kiryo Gang Niu M. C. D. Plessis Masashi Sugiyama 60 471 0 02 Mar 2017
Learning From Noisy Large-Scale Datasets With Minimal Supervision Andreas Veit N. Alldrin Gal Chechik Ivan Krasin Abhinav Gupta Serge J. Belongie 82 476 0 06 Jan 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 155 15,573 0 25 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 418 21,951 0 09 Dec 2016
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 264 4,620 0 10 Nov 2016
Estimating the class prior and posterior from noisy positives and unlabeled data Shantanu Jain Martha White P. Radivojac NoLa 25 122 0 28 Jun 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 110 5,627 0 20 May 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 312 37,704 0 20 May 2016
The THUMOS Challenge on Action Recognition for Videos "in the Wild" Haroon Idrees Amir Zamir Yu-Gang Jiang Alexander N. Gorban Ivan Laptev Rahul Sukthankar M. Shah 68 776 0 21 Apr 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 167 5,706 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 144 29,646 0 08 Dec 2015
Weakly Supervised Deep Detection Networks Hakan Bilen Andrea Vedaldi WSOD 52 784 0 09 Nov 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 561 36,643 0 08 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 410 61,900 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.2K 76,547 0 18 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 145 5,421 0 03 May 2015
Fast R-CNN Ross B. Girshick ObjD 277 24,976 0 30 Apr 2015
LSDA: Large Scale Detection Through Adaptation Judy Hoffman S. Guadarrama Eric Tzeng Ronghang Hu Jeff Donahue Ross B. Girshick Trevor Darrell Kate Saenko ObjD 69 334 0 18 Jul 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 252 43,290 0 01 May 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 222 26,122 0 11 Nov 2013
UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild K. Soomro Amir Zamir M. Shah CLIP VGen 94 6,100 0 03 Dec 2012