What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance

15 December 2019

Papers citing "What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance"

13 / 13 papers shown

Title
Analysis of Classifier Training on Synthetic Data for Cross-Domain Datasets Andoni Cortés Clemente Rodríguez G. Velez Javier Barandiarán Marcos Nieto 48 13 0 30 Oct 2024
Efficient Visual Computing with Camera RAW Snapshots Zhihao Li Ming Lu Xu Zhang Xin Feng Ulugbek S. Kamilov Zhan Ma 36 12 0 15 Dec 2022
Debiased-CAM to mitigate systematic error with faithful visual explanations of machine learning Wencan Zhang Mariella Dimiccoli Brian Y. Lim FAtt 21 1 0 30 Jan 2022
A Systematic Review of Robustness in Deep Learning for Computer Vision: Mind the gap? Nathan G. Drenkow Numair Sani I. Shpitser Mathias Unberath 19 75 0 01 Dec 2021
Zero-Shot Day-Night Domain Adaptation with a Physics Prior A. Lengyel Sourav Garg Michael Milford Jan van Gemert 60 57 0 11 Aug 2021
Deepfake Forensics via An Adversarial Game Zhi Wang Yiwen Guo W. Zuo AAML 21 34 0 25 Mar 2021
Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning Wencan Zhang Mariella Dimiccoli Brian Y. Lim FAtt 26 18 0 10 Dec 2020
Rethinking Generalization in American Sign Language Prediction for Edge Devices with Extremely Low Memory Footprint A. Paul P. Mohan Stuti Sehgal 16 17 0 27 Nov 2020
HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms Mahmoud Afifi Marcus A. Brubaker M. S. Brown GAN 35 105 0 23 Nov 2020
Towards Large yet Imperceptible Adversarial Image Perturbations with Perceptual Color Distance Zhengyu Zhao Zhuoran Liu Martha Larson AAML 18 142 0 06 Nov 2019
INTEL-TAU: A Color Constancy Dataset Firas Laakom Jenni Raitoharju Alexandros Iosifidis Jarno Nikkanen Moncef Gabbouj 20 38 0 23 Oct 2019
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 317 5,847 0 08 Jul 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 451 15,652 0 02 Nov 2015