Colton R. Crum

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All published works

Action	Title	Year	Authors
+ PDF Chat	Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models	2024	Colton R. Crum Samuel Webster Adam Czajka
+ PDF Chat	Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models	2024	Colton R. Crum Samuel Webster Adam Czajka
+ PDF Chat	Taking Training Seriously: Human Guidance and Management-Based Regulation of Artificial Intelligence	2024	Cary Coglianese Colton R. Crum
+ PDF Chat	Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models	2023	Colton R. Crum Patrick Tinsley Aidan Boyd Jacob Piland Christopher Sweet Timothy Kelley Kevin W. Bowyer Adam Czajka
+ PDF Chat	Iris Liveness Detection Competition (LivDet-Iris) – The 2023 Edition	2023	Patrick Tinsley Sandip Purnapatra Mahsa Mitcheff Aidan Boyd Colton R. Crum Kevin W. Bowyer Patrick J. Flynn Stephanie Schuckers Adam Czajka Meiling Fang
+	Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models	2023	Colton R. Crum Patrick Tinsley Aidan Boyd Jacob Piland Christopher Sweet Timothy Kelley Kevin W. Bowyer Adam Czajka
+	Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training	2023	Colton R. Crum Aidan Boyd Kevin W. Bowyer Adam Czajka
+	Iris Liveness Detection Competition (LivDet-Iris) -- The 2023 Edition	2023	Patrick Tinsley Sandip Purnapatra Mahsa Mitcheff Aidan Boyd Colton R. Crum Kevin W. Bowyer Patrick J. Flynn Stephanie Schuckers Adam Czajka Meiling Fang
+	MENTOR: Human Perception-Guided Pretraining for Iris Presentation Detection	2023	Colton R. Crum Adam Czajka

Common Coauthors

Coauthor	Papers Together
Adam Czajka	8
Kevin W. Bowyer	5
Aidan Boyd	5
Patrick Tinsley	4
Christoph Busch	2
Juan Tapia	2
Jacob Piland	2
Xinyue Li	2
Stephanie Schuckers	2
Daniel Schulz	2
Naser Damer	2
Carlos Aravena	2
Meiling Fang	2
Guangzhe Zhao	2
Caiyong Wang	2
Xianyun Sun	2
Christopher Sweet	2
Zhaohua Chang	2
Timothy Kelley	2
Sandip Purnapatra	2
Mahsa Mitcheff	2
Samuel Webster	2
Cary Coglianese	1
Patrick J. Flynn	1
Patrick J. Flynn	1
Xingyu Liu	1
Xingyu Liu	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	3
+ PDF Chat	Human-Aided Saliency Maps Improve Generalization of Deep Learning	2022	Aidan Boyd Kevin W. Bowyer Adam Czajka	3
+	Post-mortem iris recognition with deep-learning-based image segmentation	2019	Mateusz Trokielewicz Adam Czajka Piotr Maciejewicz	2
+ PDF Chat	Iris presentation attack detection: Where are we now?	2020	Aidan Boyd Zhaoyuan Fang Adam Czajka Kevin W. Bowyer	2
+ PDF Chat	Analyzing and Improving the Image Quality of StyleGAN	2020	Tero Karras Samuli Laine Miika Aittala Janne Hellsten Jaakko Lehtinen Timo Aila	2
+ PDF Chat	Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning	2017	Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi	2
+	Alias-Free Generative Adversarial Networks	2021	Tero Karras Miika Aittala Samuli Laine Erik Härkönen Janne Hellsten Jaakko Lehtinen Timo Aila	2
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+ PDF Chat	Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition	2020	Priyanka Das Joseph Mcfiratht Zhaoyuan Fang Aidan Boyd Ganghee Jang Amir Mohammadi Sandip Purnapatra David Yambay Sébastien Marcel Mateusz Trokielewicz	2
+ PDF Chat	The What-If Tool: Interactive Probing of Machine Learning Models	2019	James Wexler Mahima Pushkarna Tolga Bolukbasi Martin Wattenberg Fernanda Viégas Jimbo Wilson	1
+	A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI	2020	Erico Tjoa Cuntai Guan	1
+ PDF Chat	A Style-Based Generator Architecture for Generative Adversarial Networks	2019	Tero Karras Samuli Laine Timo Aila	1
+ PDF Chat	Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization	2017	Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra	1
+ PDF Chat	SREFI: Synthesis of realistic example face images	2017	Sandipan Banerjee John S. Bernhard Walter J. Scheirer Kevin W. Bowyer Patrick J. Flynn	1
+	Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models	2019	Daniel Omeiza Skyler Speakman Celia Cintas Komminist Weldermariam	1
+ PDF Chat	FactSheets: Increasing trust in AI services through supplier's declarations of conformity	2019	Matthew Arnold Rachel Bellamy Michael Hind Stephanie Houde Sameep Mehta Aleksandra Mojsilović Ravi Nair Karthikeyan Natesan Ramamurthy Adriana Olteanu David Piorkowski	1
+ PDF Chat	StarGAN v2: Diverse Image Synthesis for Multiple Domains	2020	Yunjey Choi Youngjung Uh Jaejun Yoo Jung-Woo Ha	1
+	Training Generative Adversarial Networks with Limited Data	2020	Tero Karras Miika Aittala Janne Hellsten Samuli Laine Jaakko Lehtinen Timo Aila	1
+ PDF Chat	Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks	2020	Haofan Wang Zifan Wang Mengnan Du Fan Yang Zijian Zhang Sirui Ding Piotr Mardziel Xia Hu	1
+	SS-CAM: Smoothed Score-CAM for Sharper Visual Feature Localization	2020	Haofan Wang Rakshit Naidu Joy Michael Soumya Snigdha Kundu	1
+	IS-CAM: Integrated Score-CAM for axiomatic-based explanations	2020	Rakshit Naidu Ankita Ghosh Yash Maurya Shamanth R Nayak K Soumya Snigdha Kundu	1
+	An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale	2020	Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly	1
+ PDF Chat	Interpretable Explanations of Black Boxes by Meaningful Perturbation	2017	Ruth Fong Andrea Vedaldi	1
+ PDF Chat	LivDet in Action - Fingerprint Liveness Detection Competition 2019	2019	Giulia Orrù Roberto Casula Pierluigi Tuveri Carlotta Bazzoni Giovanna Dessalvi Marco Micheletto Luca Ghiani Gian Luca Marcialis	1
+	Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs	2020	Ruigang Fu Qingyong Hu Xiaohu Dong Yulan Guo Yinghui Gao Biao Li	1
+ PDF Chat	Swin Transformer: Hierarchical Vision Transformer using Shifted Windows	2021	Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin Baining Guo	1
+ PDF Chat	Iris Liveness Detection Using a Cascade of Dedicated Deep Learning Networks	2021	Juan Tapia Sebastian Gonzalez Christoph Busch	1
+ PDF Chat	Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network	2021	Meiling Fang Naser Damer Fadi Boutros Florian Kirchbuchner Arjan Kuijper	1
+ PDF Chat	LivDet 2021 Fingerprint Liveness Detection Competition - Into the unknown	2021	Roberto Casula Marco Micheletto Giulia Orrù Rita Delussu Sara Concas Andrea Panzino Gian Luca Marcialis	1
+ PDF Chat	DeepGaze IIE: Calibrated prediction in and out-of-domain for state-of-the-art saliency modeling	2021	Akis Linardos Matthias Kümmerer Ori Press Matthias Bethge	1
+	CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning	2021	Aidan Boyd Patrick Tinsley Kevin W. Bowyer Adam Czajka	1
+	A Methodology for Creating AI FactSheets	2020	John R. Richards David Piorkowski Michael Hind Stephanie Houde Aleksandra Mojsilović	1
+	Progressive Growing of GANs for Improved Quality, Stability, and Variation	2017	Tero Karras Timo Aila Samuli Laine Jaakko Lehtinen	1
+ PDF Chat	Probabilistic Integration of Object Level Annotations in Chest X-ray Classification	2023	Tom van Sonsbeek Xiantong Zhen Dwarikanath Mahapatra Marcel Worring	1
+ PDF Chat	Intra and Cross-spectrum Iris Presentation Attack Detection in the NIR and Visible Domains	2023	Meiling Fang Fadi Boutros Naser Damer	1
+ PDF Chat	Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models	2023	Colton R. Crum Patrick Tinsley Aidan Boyd Jacob Piland Christopher Sweet Timothy Kelley Kevin W. Bowyer Adam Czajka	1
+ PDF Chat	Iris Liveness Detection Competition (LivDet-Iris) – The 2023 Edition	2023	Patrick Tinsley Sandip Purnapatra Mahsa Mitcheff Aidan Boyd Colton R. Crum Kevin W. Bowyer Patrick J. Flynn Stephanie Schuckers Adam Czajka Meiling Fang	1
+ PDF Chat	Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation	2014	Alex Goldstein Adam Kapelner Justin Bleich Emil Pitkin	1
+ PDF Chat	GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification	2024	Bin Wang Hongyi Pan Armstrong Aboah Zheyuan Zhang Elif Keleş Drew A. Torigian Barış Türkbey Elizabeth A. Krupinski Jayaram K. Udupa Ulaş Bağcı	1
+ PDF Chat	Rethinking the Inception Architecture for Computer Vision	2016	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jon Shlens Zbigniew Wojna	1
+ PDF Chat	Learning Deep Features for Discriminative Localization	2016	Bolei Zhou Aditya Khosla Àgata Lapedriza Aude Oliva Antonio Torralba	1
+	“Why Should I Trust You?”: Explaining the Predictions of Any Classifier	2016	Marco Ribeiro Sameer Singh Carlos Guestrin	1
+ PDF Chat	Xception: Deep Learning with Depthwise Separable Convolutions	2017	François Chollet	1
+ PDF Chat	Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks	2018	Aditya Chattopadhay Anirban Sarkar Prantik Howlader Vineeth N Balasubramanian	1
+	Tune: A Research Platform for Distributed Model Selection and Training	2018	Richard Liaw Eric Liang Robert Nishihara Philipp Moritz Joseph E. Gonzalez Ion Stoica	1
+ PDF Chat	BiSeNet: Bilateral Segmentation Network for Real-Time Semantic Segmentation	2018	Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang	1
+ PDF Chat	Image Complexity Guided Network Compression for Biomedical Image Segmentation	2021	Suraj Mishra Danny Z. Chen Xiaobo Sharon Hu	1