Towards Open World Recognition

18 December 2014

Terrance Boult

Papers citing "Towards Open World Recognition"

49 / 299 papers shown

Title
Recent Advances in Open Set Recognition: A Survey Chuanxing Geng Sheng-Jun Huang Songcan Chen BDL ObjD 59 759 0 21 Nov 2018
Learning the Compositional Spaces for Generalized Zero-shot Learning Hanze Dong Yanwei Fu Sung Ju Hwang Leonid Sigal Xiangyang Xue 21 2 0 17 Oct 2018
Distribution Networks for Open Set Learning Chengsheng Mao Liang Yao Yuan Luo OOD 39 2 0 20 Sep 2018
Evaluating Merging Strategies for Sampling-based Uncertainty Techniques in Object Detection Dimity Miller Feras Dayoub Michael Milford Niko Sünderhauf 23 105 0 17 Sep 2018
Open-world Learning and Application to Product Classification Hu Xu Bing-Quan Liu Lei Shu P. Yu CLL VLM 35 110 0 17 Sep 2018
Analysis of Risk Factor Domains in Psychosis Patient Health Records E. Holderness Nicholas Miller P. Cawkwell Kirsten Bolton James Pustejovsky M. Meteer M. Hall 11 13 0 15 Sep 2018
Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-out Classifiers Apoorv Vyas Nataraj Jammalamadaka Xia Zhu Dipankar Das Bharat Kaul Theodore L. Willke OODD 27 247 0 04 Sep 2018
Extreme Value Theory for Open Set Classification -- GPD and GEV Classifiers Edoardo Vignotto Sebastian Engelke 11 16 0 29 Aug 2018
Visual Question Generation for Class Acquisition of Unknown Objects Kohei Uehara Antonio Tejero-de-Pablos Yoshitaka Ushiku Tatsuya Harada 14 20 0 06 Aug 2018
A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization Robin Vogel A. Bellet Stéphan Clémençon 20 11 0 18 Jul 2018
Interpretable Latent Spaces for Learning from Demonstration Yordan V. Hristov A. Lascarides S. Ramamoorthy 9 23 0 17 Jul 2018
A Survey of Knowledge Representation in Service Robotics D. Paulius Yu Sun 25 94 0 05 Jul 2018
Collective decision for open set recognition Chuanxing Geng Songcan Chen BDL 8 43 0 29 Jun 2018
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation Xingchao Peng Ben Usman Kuniaki Saito Neela Kaushik Judy Hoffman Kate Saenko 18 75 0 26 Jun 2018
RepMet: Representative-based metric learning for classification and one-shot object detection Leonid Karlinsky J. Shtok Sivan Harary Eli Schwartz Mattias Marder Rogerio Feris Raja Giryes A. Bronstein VLM ObjD 22 318 0 12 Jun 2018
Learning Factorized Representations for Open-set Domain Adaptation Mahsa Baktash M. Faraki Tom Drummond Mathieu Salzmann OOD 37 53 0 31 May 2018
Surveillance Face Recognition Challenge Zhiyi Cheng Xiatian Zhu S. Gong CVBM AAML 27 68 0 25 Apr 2018
The Limits and Potentials of Deep Learning for Robotics Niko Sünderhauf Oliver Brock Walter J. Scheirer R. Hadsell Dieter Fox ... B. Upcroft Pieter Abbeel Wolfram Burgard Michael Milford Peter Corke 17 522 0 18 Apr 2018
KS(conf ): A Light-Weight Test if a ConvNet Operates Outside of Its Specifications Rémy Sun Christoph H. Lampert 16 7 0 11 Apr 2018
Personalized Classifier for Food Image Recognition Shota Horiguchi Sosuke Amano Makoto Ogawa Kiyoharu Aizawa 16 71 0 08 Apr 2018
Learning a Neural-network-based Representation for Open Set Recognition Mehadi Hassen P. Chan 11 110 0 12 Feb 2018
ClassSim: Similarity between Classes Defined by Misclassification Ratios of Trained Classifiers Kazuma Arino Yohei Kikuta 18 1 0 05 Feb 2018
Unseen Class Discovery in Open-world Classification Lei Shu Hu Xu Bing-Quan Liu 27 70 0 17 Jan 2018
Memory Based Online Learning of Deep Representations from Video Streams F. Pernici F. Bartoli Matteo Bruni A. Bimbo CVBM 41 29 0 17 Nov 2017
Recent Advances in Zero-shot Recognition Yanwei Fu Tao Xiang Yu-Gang Jiang Xiangyang Xue Leonid Sigal S. Gong BDL VLM 21 175 0 13 Oct 2017
Denoising Autoencoders for Overgeneralization in Neural Networks G. Spigler UQCV AI4CE 14 26 0 14 Sep 2017
BranchyNet: Fast Inference via Early Exiting from Deep Neural Networks Surat Teerapittayanon Bradley McDanel H. T. Kung UQCV 33 1,118 0 06 Sep 2017
Open-World Visual Recognition Using Knowledge Graphs V. Lonij Ambrish Rawat Maria-Irina Nicolae 37 15 0 28 Aug 2017
Generative OpenMax for Multi-Class Open Set Classification Zongyuan Ge S. Demyanov Zetao Chen R. Garnavi VLM 36 375 0 24 Jul 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 30 1 0 20 Jul 2017
Unsupervised Adaptive Re-identification in Open World Dynamic Camera Networks Yikang Shen Amran Bhuiyan Vittorio Murino Amit K. Roy-Chowdhury 30 35 0 09 Jun 2017
Vocabulary-informed Extreme Value Learning Yanwei Fu Hanze Dong Yu-Feng Ma Zhengjun Zhang Xiangyang Xue VLM 15 4 0 28 May 2017
Open-Category Classification by Adversarial Sample Generation Yang Yu Wei-Yang Qu Nan Li Zimin Guo VLM GAN 19 80 0 24 May 2017
Using Human Brain Activity to Guide Machine Learning Ruth C. Fong Walter J. Scheirer David D. Cox 3DH 27 95 0 16 Mar 2017
Geometry-Based Region Proposals for Real-Time Robot Detection of Tabletop Objects Alexander Broad B. Argall 3DPC 21 0 0 14 Mar 2017
Incremental Learning for Robot Perception through HRI Sepehr Valipour C. P. Quintero Martin Jägersand SSL CLL 19 32 0 17 Jan 2017
Learning Visual N-Grams from Web Data Ang Li Allan Jabri Armand Joulin Laurens van der Maaten VLM 20 136 0 29 Dec 2016
Human Action Attribute Learning From Video Data Using Low-Rank Representations Tong Wu Prudhvi K. Gurram Raghuveer Rao W. Bajwa 19 2 0 23 Dec 2016
Deep Variational Information Bottleneck Alexander A. Alemi Ian S. Fischer Joshua V. Dillon Kevin Patrick Murphy 46 1,680 0 01 Dec 2016
iCaRL: Incremental Classifier and Representation Learning Sylvestre-Alvise Rebuffi Alexander Kolesnikov G. Sperl Christoph H. Lampert CLL OOD 51 3,678 0 23 Nov 2016
Local Similarity-Aware Deep Feature Embedding Chen Huang Chen Change Loy Xiaoou Tang 32 175 0 27 Oct 2016
One-Class Slab Support Vector Machine Victor Fragoso Walter J. Scheirer J. Hespanha M. Turk VLM 17 7 0 02 Aug 2016
Multi-Camera Action Dataset for Cross-Camera Action Recognition Benchmarking Wenhui Li Yongkang Wong Anan Liu Yongqian Li Yuting Su Mohan Kankanhalli 23 19 0 21 Jul 2016
cvpaper.challenge in 2015 - A review of CVPR2015 and DeepSurvey Hirokatsu Kataoka Yudai Miyashita Tomoaki K. Yamabe Soma Shirakabe Shin-ichi Sato ... Kaori Abe Takaaki Imanari Naomichi Kobayashi Shinichiro Morita Akio Nakamura 24 2 0 26 May 2016
Semi-supervised Vocabulary-informed Learning Yanwei Fu Leonid Sigal VLM 8 132 0 24 Apr 2016
Online Open World Recognition R. D. Rosa Thomas Mensink Barbara Caputo OffRL CLL 11 25 0 08 Apr 2016
A Survey of Stealth Malware: Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions Ethan M. Rudd Andras Rozsa Manuel Günther Terrance E. Boult 28 154 0 19 Mar 2016
Towards Open Set Deep Networks Abhijit Bendale Terrance Boult BDL EDL 40 1,402 0 19 Nov 2015
The Extreme Value Machine Ethan M. Rudd Lalit P. Jain Walter J. Scheirer Terrance E. Boult VLM 22 295 0 19 Jun 2015