Selective Classification for Deep Neural Networks

23 May 2017

Papers citing "Selective Classification for Deep Neural Networks"

21 / 321 papers shown

Title
Reducing Network Agnostophobia A. Dhamija Manuel Günther Terrance E. Boult AAML UQCV 9 297 0 09 Nov 2018
KTAN: Knowledge Transfer Adversarial Network Peiye Liu Wu Liu Huadong Ma Tao Mei Mingoo Seok GAN 36 28 0 18 Oct 2018
Predictive Uncertainty through Quantization Bastiaan S. Veeling Rianne van den Berg Max Welling UQCV 10 1 0 12 Oct 2018
Unrestricted Adversarial Examples Tom B. Brown Nicholas Carlini Chiyuan Zhang Catherine Olsson Paul Christiano Ian Goodfellow AAML 29 101 0 22 Sep 2018
A Less Biased Evaluation of Out-of-distribution Sample Detectors Alireza Shafaei Mark Schmidt James J. Little OODD 35 58 0 13 Sep 2018
Probabilistic Binary Neural Networks Jorn W. T. Peters Max Welling BDL UQCV MQ 25 51 0 10 Sep 2018
Metric Learning for Novelty and Anomaly Detection Marc Masana Idoia Ruiz J. Serrat Joost van de Weijer Antonio M. López OODD 33 80 0 16 Aug 2018
Structured Adversarial Attack: Towards General Implementation and Better Interpretability Kaidi Xu Sijia Liu Pu Zhao Pin-Yu Chen Huan Zhang Quanfu Fan Deniz Erdogmus Yanzhi Wang Xinyu Lin AAML 29 160 0 05 Aug 2018
A general metric for identifying adversarial images S. Kumar AAML 24 0 0 26 Jul 2018
Selective Zero-Shot Classification with Augmented Attributes Mingli Song Chengchao Shen Jie Lei Anxiang Zeng Kairi Ou Dacheng Tao Xiuming Zhang 16 23 0 19 Jul 2018
Dynamically Sacrificing Accuracy for Reduced Computation: Cascaded Inference Based on Softmax Confidence Konstantin Berestizshevsky G. Even UQCV 15 7 0 28 May 2018
Deep Anomaly Detection Using Geometric Transformations I. Golan Ran El-Yaniv 42 601 0 28 May 2018
Curriculum Learning for Speech Emotion Recognition from Crowdsourced Labels Reza Lotfian Carlos Busso 30 85 0 25 May 2018
Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers Yonatan Geifman Guy Uziel Ran El-Yaniv UQCV 17 134 0 21 May 2018
Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes Tongfei Chen Jirí Navrátil Vijay Iyengar Karthikeyan Shanmugam 10 42 0 14 May 2018
Improving Confidence Estimates for Unfamiliar Examples Zhizhong Li Derek Hoiem 33 9 0 09 Apr 2018
Confidence from Invariance to Image Transformations Yuval Bahat Gregory Shakhnarovich 12 19 0 02 Apr 2018
A General Framework for Abstention Under Label Shift Amr M. Alexandari A. Kundaje Avanti Shrikumar 17 2 0 20 Feb 2018
Safer Classification by Synthesis William Wang Angelina Wang Aviv Tamar Xi Chen Pieter Abbeel 34 41 0 22 Nov 2017
Deep Active Learning over the Long Tail Yonatan Geifman Ran El-Yaniv 3DPC 32 143 0 02 Nov 2017
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 287 9,167 0 06 Jun 2015