Towards Open Set Deep Networks

Towards Open Set Deep Networks

19 November 2015

Abhijit Bendale

Terrance Boult

Papers citing "Towards Open Set Deep Networks"

19 / 269 papers shown

Title
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
Zero-Shot Object Detection Ankan Bansal Karan Sikka Gaurav Sharma Rama Chellappa Ajay Divakaran VLM ObjD 46 359 0 12 Apr 2018
Hierarchical Novelty Detection for Visual Object Recognition Kibok Lee Kimin Lee Kyle Min Y. Zhang Jinwoo Shin Honglak Lee BDL 52 67 0 02 Apr 2018
Unseen Class Discovery in Open-world Classification Lei Shu Hu Xu Bing-Quan Liu 24 70 0 17 Jan 2018
Learning Deep Features for One-Class Classification Pramuditha Perera Vishal M. Patel 27 368 0 16 Jan 2018
Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning Battista Biggio Fabio Roli AAML 40 1,391 0 08 Dec 2017
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
Dropout Sampling for Robust Object Detection in Open-Set Conditions Dimity Miller Lachlan Nicholson Feras Dayoub Niko Sünderhauf BDL UQCV 39 233 0 18 Oct 2017
Do Convolutional Neural Networks Learn Class Hierarchy? B. Alsallakh Amin Jourabloo Mao Ye Xiaoming Liu Liu Ren 42 210 0 17 Oct 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
Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid Marco Melis Ambra Demontis Battista Biggio Gavin Brown Giorgio Fumera Fabio Roli AAML 21 98 0 23 Aug 2017
Toward Open-Set Face Recognition Manuel Günther Steve Cruz Ethan M. Rudd Terrance E. Boult CVBM 35 78 0 03 May 2017
On the (Statistical) Detection of Adversarial Examples Kathrin Grosse Praveen Manoharan Nicolas Papernot Michael Backes Patrick McDaniel AAML 39 709 0 21 Feb 2017
Detecting Unexpected Obstacles for Self-Driving Cars: Fusing Deep Learning and Geometric Modeling Sebastian Ramos S. Gehrig Peter Pinggera Uwe Franke Carsten Rother 25 174 0 20 Dec 2016
PsyPhy: A Psychophysics Driven Evaluation Framework for Visual Recognition Brandon RichardWebster Samuel E. Anthony Walter J. Scheirer 21 72 0 19 Nov 2016
Towards Lifelong Self-Supervision: A Deep Learning Direction for Robotics J. M. Wong 27 11 0 01 Nov 2016
Open-Set Support Vector Machines Pedro Ribeiro Mendes Júnior Terrance E. Boult Jacques Wainer Anderson de Rezende Rocha VLM 23 18 0 13 Jun 2016
Analysis of classifiers' robustness to adversarial perturbations Alhussein Fawzi Omar Fawzi P. Frossard AAML 37 361 0 09 Feb 2015