CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning

1 December 2021

Papers citing "CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning"

31 / 31 papers shown

Title
Saliency-Guided Training for Fingerprint Presentation Attack Detection Samuel Webster Adam Czajka AAML 32 0 0 04 May 2025
Almost Right: Making First-layer Kernels Nearly Orthogonal Improves Model Generalization Colton R. Crum Adam Czajka OOD 60 0 0 23 Apr 2025
Psych-Occlusion: Using Visual Psychophysics for Aerial Detection of Occluded Persons during Search and Rescue Arturo Miguel Russell Bernal J. Cleland-Huang Walter J. Scheirer 65 0 0 07 Dec 2024
Training Better Deep Learning Models Using Human Saliency Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka 32 0 0 21 Oct 2024
Increasing Interpretability of Neural Networks By Approximating Human Visual Saliency Aidan Boyd M. Trabelsi H. Uzunalioglu Dan Kushnir FAtt 23 0 0 21 Oct 2024
Analysis of Human Perception in Distinguishing Real and AI-Generated Faces: An Eye-Tracking Based Study Jin Huang Subhadra Gopalakrishnan Trisha Mittal Jake Zuena Jaclyn Pytlarz CVBM 30 1 0 23 Sep 2024
DeCLIP: Decoding CLIP representations for deepfake localization Stefan Smeu Elisabeta Oneata Dan Oneaţă 62 4 0 12 Sep 2024
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models Colton R. Crum Samuel Webster Adam Czajka AAML CVBM 39 2 0 01 May 2024
ViSaRL: Visual Reinforcement Learning Guided by Human Saliency Anthony Liang Jesse Thomason Erdem Biyik 24 7 0 16 Mar 2024
Taking Training Seriously: Human Guidance and Management-Based Regulation of Artificial Intelligence C. Coglianese Colton R. Crum FaML 29 2 0 13 Feb 2024
Unveiling the Human-like Similarities of Automatic Facial Expression Recognition: An Empirical Exploration through Explainable AI F. X. Gaya-Morey S. Ramis-Guarinos Cristina Manresa-Yee Jose Maria Buades Rubio CVBM 26 3 0 22 Jan 2024
Interpretability is in the eye of the beholder: Human versus artificial classification of image segments generated by humans versus XAI Romy Müller Marius Thoss Julian Ullrich Steffen Seitz Carsten Knoll 22 3 0 21 Nov 2023
Weakly-supervised deepfake localization in diffusion-generated images Dragos Tantaru Elisabeta Oneata Dan Oneaţă DiffM 34 21 0 08 Nov 2023
MENTOR: Human Perception-Guided Pretraining for Increased Generalization Colton R. Crum Adam Czajka 51 1 0 30 Oct 2023
Iris Liveness Detection Competition (LivDet-Iris) -- The 2023 Edition Patrick J. Tinsley Sandip Purnapatra Mahsa Mitcheff Aidan Boyd Colton R. Crum ... Guangzhe Zhao Juan Tapia Christoph Busch Carlos Aravena Daniel Schulz VLM 52 8 0 06 Oct 2023
NOMAD: A Natural, Occluded, Multi-scale Aerial Dataset, for Emergency Response Scenarios Arturo Miguel Russell Bernal Walter J. Scheirer Jane Cleland-Huang 25 2 0 18 Sep 2023
Do humans and Convolutional Neural Networks attend to similar areas during scene classification: Effects of task and image type Romy Müller Marcel Duerschmidt Julian Ullrich Carsten Knoll Sascha Weber Steffen Seitz HAI 13 6 0 25 Jul 2023
Leveraging Human Salience to Improve Calorie Estimation Katherine R. Dearstyne Alberto D. Rodriguez 26 0 0 15 Jun 2023
Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training Colton R. Crum Aidan Boyd Kevin W. Bowyer A. Czajka 15 7 0 08 Jun 2023
Quantifying the Intrinsic Usefulness of Attributional Explanations for Graph Neural Networks with Artificial Simulatability Studies Jonas Teufel Luca Torresi Pascal Friederich FAtt 19 1 0 25 May 2023
Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models Colton R. Crum Patrick J. Tinsley Aidan Boyd Jacob Piland Christopher Sweet Timothy D. Kelley Kevin W. Bowyer A. Czajka CVBM XAI AAML FAtt 11 6 0 21 Mar 2023
Improving Model's Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors Jacob Piland A. Czajka Christopher Sweet AAML CVBM 28 0 0 01 Mar 2023
MEGAN: Multi-Explanation Graph Attention Network Jonas Teufel Luca Torresi Patrick Reiser Pascal Friederich 16 8 0 23 Nov 2022
Using Human Perception to Regularize Transfer Learning Justin Dulay Walter J. Scheirer 11 8 0 15 Nov 2022
Harmonizing the object recognition strategies of deep neural networks with humans Thomas Fel Ivan Felipe Drew Linsley Thomas Serre 30 71 0 08 Nov 2022
Deep Learning for Iris Recognition: A Survey Kien X. Nguyen Hugo Proencca F. Alonso-Fernandez VLM 3DV 18 49 0 12 Oct 2022
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka CVBM 19 9 0 22 Aug 2022
A Study of the Human Perception of Synthetic Faces Bingyu Shen Brandon RichardWebster A. O’toole Kevin W. Bowyer Walter J. Scheirer CVBM 25 30 0 08 Nov 2021
Remote Pulse Estimation in the Presence of Face Masks Jeremy Speth Nathan Vance Patrick Flynn Kevin W. Bowyer A. Czajka CVBM 20 9 0 11 Jan 2021
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation Vítor Albiero Xingyu Chen Xi Yin Guan Pang Tal Hassner 3DH CVBM 58 110 0 14 Dec 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 267 10,348 0 12 Dec 2018