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  4. Cited By
A Study and Comparison of Human and Deep Learning Recognition
  Performance Under Visual Distortions

A Study and Comparison of Human and Deep Learning Recognition Performance Under Visual Distortions

6 May 2017
Samuel F. Dodge
Lina Karam
    3DH
ArXiv (abs)PDFHTML

Papers citing "A Study and Comparison of Human and Deep Learning Recognition Performance Under Visual Distortions"

50 / 167 papers shown
Assessing Foundation Models for Mold Colony Detection with Limited Training Data
Assessing Foundation Models for Mold Colony Detection with Limited Training Data
Henrik Pichler
Janis Keuper
Matthew Copping
116
0
0
01 Oct 2025
Quantization Robustness to Input Degradations for Object Detection
Quantization Robustness to Input Degradations for Object Detection
Toghrul Karimov
Hassan Imani
Allan Kazakov
MQ
185
2
0
27 Aug 2025
Disruptive Transformation of Artworks in Master-Disciple Relationships: The Case of Ukiyo-e Artworks
Disruptive Transformation of Artworks in Master-Disciple Relationships: The Case of Ukiyo-e Artworks
Honna Shinichi
Akira Matsui
183
1
0
13 May 2025
Robusto-1 Dataset: Comparing Humans and VLMs on real out-of-distribution Autonomous Driving VQA from Peru
Robusto-1 Dataset: Comparing Humans and VLMs on real out-of-distribution Autonomous Driving VQA from Peru
Dunant Cusipuma
David Ortega
Victor Flores-Benites
Arturo Deza
OOD
339
1
0
10 Mar 2025
From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images
From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images
Ashutosh Kumar
Vasu Sharma
491
0
0
04 Feb 2025
A Comprehensive Survey of Foundation Models in Medicine
A Comprehensive Survey of Foundation Models in MedicineIEEE Reviews in Biomedical Engineering (RBME), 2024
Wasif Khan
Seowung Leem
Kyle B. See
Joshua K. Wong
Shaoting Zhang
R. Fang
AI4CELM&MAVLM
869
98
0
17 Jan 2025
Towards Fair Pay and Equal Work: Imposing View Time Limits in Crowdsourced Image Classification
Gordon Lim
Stefan Larson
Yu Huang
Kevin Leach
424
1
0
29 Nov 2024
MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts
MomentumSMoE: Integrating Momentum into Sparse Mixture of ExpertsNeural Information Processing Systems (NeurIPS), 2024
R. Teo
Tan M. Nguyen
MoE
245
6
0
18 Oct 2024
Classification-Denoising Networks
Classification-Denoising Networks
Louis Thiry
Florentin Guth
353
1
0
04 Oct 2024
Perceptual Piercing: Human Visual Cue-based Object Detection in Low Visibility Conditions
Perceptual Piercing: Human Visual Cue-based Object Detection in Low Visibility Conditions
Ashutosh Kumar
273
0
0
02 Oct 2024
Improved Few-Shot Image Classification Through Multiple-Choice Questions
Improved Few-Shot Image Classification Through Multiple-Choice Questions
Dipika Khullar
Emmett Goodman
Negin Sokhandan
205
2
0
23 Jul 2024
Towards Robust Training Datasets for Machine Learning with Ontologies: A
  Case Study for Emergency Road Vehicle Detection
Towards Robust Training Datasets for Machine Learning with Ontologies: A Case Study for Emergency Road Vehicle Detection
Lynn Vonderhaar
Timothy Elvira
T. Procko
Omar Ochoa
293
0
0
21 Jun 2024
TEL'M: Test and Evaluation of Language Models
TEL'M: Test and Evaluation of Language Models
G. Cybenko
Joshua Ackerman
Paul Lintilhac
ALMELM
414
1
0
16 Apr 2024
Algorithmic Ways of Seeing: Using Object Detection to Facilitate Art
  Exploration
Algorithmic Ways of Seeing: Using Object Detection to Facilitate Art Exploration
Louie Søs Meyer
Johanne Engel Aaen
Anitamalina Regitse Tranberg
Peter Kun
Matthias Anton Freiberger
Sebastian Risi
A. Løvlie
229
24
0
28 Mar 2024
Imperceptible Protection against Style Imitation from Diffusion Models
Imperceptible Protection against Style Imitation from Diffusion Models
Namhyuk Ahn
Wonhyuk Ahn
Kiyoon Yoo
Daesik Kim
Seung-Hun Nam
WIGMAAMLDiffM
535
10
0
28 Mar 2024
Comparing supervised learning dynamics: Deep neural networks match human
  data efficiency but show a generalisation lag
Comparing supervised learning dynamics: Deep neural networks match human data efficiency but show a generalisation lag
Lukas Huber
Fred W. Mast
Felix A. Wichmann
332
1
0
14 Feb 2024
Automatic Robot Path Planning for Visual Inspection from Object Shape
Automatic Robot Path Planning for Visual Inspection from Object Shape
O. Tasneem
R. Pieters
160
0
0
05 Dec 2023
Towards Improving Robustness Against Common Corruptions using Mixture of
  Class Specific Experts
Towards Improving Robustness Against Common Corruptions using Mixture of Class Specific Experts
Shashank Kotyan
Danilo Vasconcellos Vargas
AAML
276
0
0
16 Nov 2023
Towards Improving Robustness Against Common Corruptions in Object
  Detectors Using Adversarial Contrastive Learning
Towards Improving Robustness Against Common Corruptions in Object Detectors Using Adversarial Contrastive Learning
Shashank Kotyan
Danilo Vasconcellos Vargas
AAML
247
0
0
14 Nov 2023
Improving Robustness via Tilted Exponential Layer: A
  Communication-Theoretic Perspective
Improving Robustness via Tilted Exponential Layer: A Communication-Theoretic PerspectiveInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Bhagyashree Puranik
Ahmad Beirami
Yao Qin
Upamanyu Madhow
AAML
477
1
0
02 Nov 2023
Dynamic Batch Norm Statistics Update for Natural Robustness
Dynamic Batch Norm Statistics Update for Natural Robustness
Shahbaz Rezaei
M. S. Norouzzadeh
181
0
0
31 Oct 2023
From the Pursuit of Universal AGI Architecture to Systematic Approach to Heterogenous AGI: Addressing Alignment, Energy, & AGI Grand Challenges
From the Pursuit of Universal AGI Architecture to Systematic Approach to Heterogenous AGI: Addressing Alignment, Energy, & AGI Grand ChallengesInternational Journal of Semantic Computing (IJSC), 2023
Eren Kurshan
523
0
0
23 Oct 2023
Enhancing the machine vision performance with multi-spectral light
  sources
Enhancing the machine vision performance with multi-spectral light sources
Feng Zhang
Rui Bao
Congqi Dai
Wanlu Zhang
Shu Liu
R. Guo
220
0
0
20 Oct 2023
Instilling Inductive Biases with Subnetworks
Instilling Inductive Biases with Subnetworks
Enyan Zhang
Michael A. Lepori
Ellie Pavlick
AI4CE
326
6
0
17 Oct 2023
Matching the Neuronal Representations of V1 is Necessary to Improve
  Robustness in CNNs with V1-like Front-ends
Matching the Neuronal Representations of V1 is Necessary to Improve Robustness in CNNs with V1-like Front-ends
Ruxandra Bărbulescu
Tiago Marques
Arlindo L. Oliveira
OODAAML
159
1
0
16 Oct 2023
Seeking Next Layer Neurons' Attention for Error-Backpropagation-Like
  Training in a Multi-Agent Network Framework
Seeking Next Layer Neurons' Attention for Error-Backpropagation-Like Training in a Multi-Agent Network Framework
Arshia Soltani Moakhar
Mohammad Azizmalayeri
Hossein Mirzaei
M. T. Manzuri
M. Rohban
344
2
0
15 Oct 2023
Rapid Network Adaptation: Learning to Adapt Neural Networks Using
  Test-Time Feedback
Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time FeedbackIEEE International Conference on Computer Vision (ICCV), 2023
Teresa Yeo
Oğuzhan Fatih Kar
Zahra Sodagar
Amir Zamir
TTAOOD
262
10
0
27 Sep 2023
What's color got to do with it? Face recognition in grayscale
What's color got to do with it? Face recognition in grayscaleIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2023
Aman Bhatta
Domingo Mery
Haiyu Wu
Joyce Annan
Micheal C. King
Kevin W. Bowyer
CVBM
456
4
0
11 Sep 2023
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
Expecting The Unexpected: Towards Broad Out-Of-Distribution DetectionNeural Information Processing Systems (NeurIPS), 2023
Charles Guille-Escuret
Pierre-Andre Noel
Ioannis Mitliagkas
David Vazquez
João Monteiro
OODOODD
233
2
0
22 Aug 2023
Training on Foveated Images Improves Robustness to Adversarial Attacks
Training on Foveated Images Improves Robustness to Adversarial AttacksNeural Information Processing Systems (NeurIPS), 2023
Muhammad Ahmed Shah
Bhiksha Raj
AAML
280
8
0
01 Aug 2023
Residual Feature Pyramid Network for Enhancement of Vascular Patterns
Residual Feature Pyramid Network for Enhancement of Vascular Patterns
Ketan Kotwal
S´ebastien Marcel
130
5
0
29 Jun 2023
Group-based Robustness: A General Framework for Customized Robustness in
  the Real World
Group-based Robustness: A General Framework for Customized Robustness in the Real WorldNetwork and Distributed System Security Symposium (NDSS), 2023
Weiran Lin
Keane Lucas
Neo Eyal
Lujo Bauer
Michael K. Reiter
Mahmood Sharif
OODAAML
316
1
0
29 Jun 2023
Modularity Trumps Invariance for Compositional Robustness
Modularity Trumps Invariance for Compositional Robustness
I. Mason
Anirban Sarkar
Tomotake Sasaki
Xavier Boix
OOD
324
1
0
15 Jun 2023
Neural Architecture Design and Robustness: A Dataset
Neural Architecture Design and Robustness: A DatasetInternational Conference on Learning Representations (ICLR), 2023
Steffen Jung
Jovita Lukasik
Margret Keuper
OODAAML
227
24
0
11 Jun 2023
Generalizable Lightweight Proxy for Robust NAS against Diverse
  Perturbations
Generalizable Lightweight Proxy for Robust NAS against Diverse PerturbationsNeural Information Processing Systems (NeurIPS), 2023
Hyeonjeong Ha
Minseon Kim
Sung Ju Hwang
OODAAML
461
10
0
08 Jun 2023
On the Design Fundamentals of Diffusion Models: A Survey
On the Design Fundamentals of Diffusion Models: A SurveyPattern Recognition (Pattern Recogn.), 2023
Ziyi Chang
George Alex Koulieris
Hyung Jin Chang
Hubert P. H. Shum
DiffM
815
94
0
07 Jun 2023
Cycle Consistency-based Uncertainty Quantification of Neural Networks in
  Inverse Imaging Problems
Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging ProblemsIntelligent Computing (IC), 2023
Luzhe Huang
Jianing Li
Xiaofu Ding
Yijie Zhang
Hanlong Chen
Aydogan Ozcan
UQCV
197
3
0
22 May 2023
Noise robust neural network architecture
Noise robust neural network architecture
Yunuo Xiong
Hongwei Xiong
172
1
0
16 May 2023
MMG-Ego4D: Multi-Modal Generalization in Egocentric Action Recognition
MMG-Ego4D: Multi-Modal Generalization in Egocentric Action RecognitionComputer Vision and Pattern Recognition (CVPR), 2023
Xinyu Gong
S. Mohan
Naina Dhingra
Jean-Charles Bazin
Yilei Li
Zinan Lin
Rakesh Ranjan
EgoV
567
31
0
12 May 2023
Investigating the Corruption Robustness of Image Classifiers with Random
  Lp-norm Corruptions
Investigating the Corruption Robustness of Image Classifiers with Random Lp-norm Corruptions
George J. Siedel
Weijia Shao
S. Vock
Andrey Morozov
457
4
0
09 May 2023
Self-attention in Vision Transformers Performs Perceptual Grouping, Not
  Attention
Self-attention in Vision Transformers Performs Perceptual Grouping, Not Attention
Paria Mehrani
John K. Tsotsos
291
43
0
02 Mar 2023
DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for
  Cross-Survey Galaxy Morphology Classification and Anomaly Detection
DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection
A. Ćiprijanović
Ashia Lewis
K. Pedro
Sandeep Madireddy
Brian D. Nord
G. Perdue
Stefan M. Wild
428
24
0
03 Feb 2023
Runtime Monitoring for Out-of-Distribution Detection in Object Detection
  Neural Networks
Runtime Monitoring for Out-of-Distribution Detection in Object Detection Neural NetworksWorld Congress on Formal Methods (FM), 2022
V. Hashemi
Jan Křetínský
Sabine Rieder
J. Schmidt
OODD
208
9
0
15 Dec 2022
Data Models for Dataset Drift Controls in Machine Learning With Optical
  Images
Data Models for Dataset Drift Controls in Machine Learning With Optical Images
Luis Oala
Marco Aversa
Gabriel Nobis
Kurt Willis
Yoan Neuenschwander
...
E. Pomarico
Wojciech Samek
Roderick Murray-Smith
Christoph Clausen
B. Sanguinetti
364
7
0
04 Nov 2022
Reconstruction-guided attention improves the robustness and shape
  processing of neural networks
Reconstruction-guided attention improves the robustness and shape processing of neural networks
Seoyoung Ahn
Hossein Adeli
G. Zelinsky
DiffMAAML
247
1
0
27 Sep 2022
Enhancing Diffusion-Based Image Synthesis with Robust Classifier
  Guidance
Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance
Bahjat Kawar
Roy Ganz
Michael Elad
DiffM
218
50
0
18 Aug 2022
Does lossy image compression affect racial bias within face recognition?
Does lossy image compression affect racial bias within face recognition?
Seyma Yucer
Matt Poyser
Noura Al Moubayed
T. Breckon
CVBM
260
7
0
16 Aug 2022
Abutting Grating Illusion: Cognitive Challenge to Neural Network Models
Abutting Grating Illusion: Cognitive Challenge to Neural Network ModelsSocial Science Research Network (SSRN), 2022
Jinyu Fan
Yi Zeng
AAML
186
1
0
08 Aug 2022
Do Perceptually Aligned Gradients Imply Adversarial Robustness?
Do Perceptually Aligned Gradients Imply Adversarial Robustness?International Conference on Machine Learning (ICML), 2022
Roy Ganz
Bahjat Kawar
Michael Elad
AAML
389
18
0
22 Jul 2022
Progress and limitations of deep networks to recognize objects in
  unusual poses
Progress and limitations of deep networks to recognize objects in unusual posesAAAI Conference on Artificial Intelligence (AAAI), 2022
Amro Abbas
Stéphane Deny
OODAAML
141
23
0
16 Jul 2022
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