Comparing deep neural networks against humans: object recognition when the signal gets weaker

21 June 2017

Papers citing "Comparing deep neural networks against humans: object recognition when the signal gets weaker"

29 / 29 papers shown

Title
Bayesian Comparisons Between Representations Heiko H. Schütt FAtt 283 0 0 20 Feb 2025
Noise robust neural network architecture Yunuo Xiong Hongwei Xiong 27 1 0 16 May 2023
ExpNet: A unified network for Expert-Level Classification Junde Wu Huihui Fang Yehui Yang Yu Zhang Haoyi Xiong Huazhu Fu Yanwu Xu 35 0 0 29 Nov 2022
Virtual Underwater Datasets for Autonomous Inspections Ioannis Polymenis M. Haroutunian R. Norman D. Trodden 19 7 0 13 Sep 2022
Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance Bahjat Kawar Roy Ganz Michael Elad DiffM 29 38 0 18 Aug 2022
Benchmarking Robustness of Deep Learning Classifiers Using Two-Factor Perturbation Wei Dai Daniel Berleant VLM AAML 27 8 0 02 Mar 2022
SAFE-OCC: A Novelty Detection Framework for Convolutional Neural Network Sensors and its Application in Process Control J. Pulsipher Luke D. J. Coutinho Tyler A. Soderstrom Victor M. Zavala HAI 12 7 0 03 Feb 2022
Wiggling Weights to Improve the Robustness of Classifiers Sadaf Gulshad Ivan Sosnovik A. Smeulders OOD 30 0 0 18 Nov 2021
Deep Neural Models for color discrimination and color constancy Alban Flachot A. Akbarinia Heiko H. Schutt R. Fleming Felix Wichmann K. Gegenfurtner 19 2 0 28 Dec 2020
Truly shift-invariant convolutional neural networks Anadi Chaman Ivan Dokmanić 23 68 0 28 Nov 2020
Learning Loss for Test-Time Augmentation Ildoo Kim Younghoon Kim Sungwoong Kim OOD 26 91 0 22 Oct 2020
Seeing eye-to-eye? A comparison of object recognition performance in humans and deep convolutional neural networks under image manipulation Leonard E. van Dyck W. Gruber 27 3 0 13 Jul 2020
Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency Robert Geirhos Kristof Meding Felix Wichmann 19 117 0 30 Jun 2020
A fully recurrent feature extraction for single channel speech enhancement M. Shifas Santelli Claudio Vassilis Tsiaras Y. Stylianou 11 2 0 09 Jun 2020
Deep Neural Network Based Real-time Kiwi Fruit Flower Detection in an Orchard Environment Jongyoon Lim H. Ahn Mahla Nejati Jamie Bell Henry Williams B. MacDonald 14 18 0 08 Jun 2020
A Deeper Look at the Unsupervised Learning of Disentangled Representations in $β$ -VAE from the Perspective of Core Object Recognition Harshvardhan Digvijay Sikka OCL OOD BDL DRL 27 1 0 25 Apr 2020
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models Giulia Slavic Damian Campo Mohamad Baydoun P. Marín David Martín L. Marcenaro C. Regazzoni DRL 27 13 0 17 Mar 2020
Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future Grace W. Lindsay MedIm 35 424 0 20 Jan 2020
Defective Convolutional Networks Tiange Luo Tianle Cai Mengxiao Zhang Siyu Chen Di He Liwei Wang AAML 35 3 0 19 Nov 2019
Metamorphic Testing of a Deep Learning based Forecaster Anurag Dwarakanath Manish Ahuja Sanjay Podder Silja Vinu Arijit Naskar M. Koushik AI4TS 16 9 0 13 Jul 2019
Orthogonal Deep Neural Networks Kui Jia Shuai Li Yuxin Wen Tongliang Liu Dacheng Tao 39 132 0 15 May 2019
Assessment of Faster R-CNN in Man-Machine collaborative search Arturo Deza A. Surana Miguel P. Eckstein OOD 26 7 0 04 Apr 2019
Distinguishing mirror from glass: A 'big data' approach to material perception Hideki Tamura Konrad E. Prokott R. Fleming OOD AAML 24 9 0 05 Mar 2019
Neural Networks Trained on Natural Scenes Exhibit Gestalt Closure Been Kim Emily Reif Martin Wattenberg Samy Bengio Michael C. Mozer 39 30 0 04 Mar 2019
Robust neural circuit reconstruction from serial electron microscopy with convolutional recurrent networks Drew Linsley Junkyung Kim D. Berson Thomas Serre 3DV 35 17 0 28 Nov 2018
CIFAR10 to Compare Visual Recognition Performance between Deep Neural Networks and Humans T. Ho-Phuoc 11 41 0 18 Nov 2018
GLAC Net: GLocal Attention Cascading Networks for Multi-image Cued Story Generation Taehyeong Kim Min-Oh Heo Seonil Son Kyoung-Wha Park Byoung-Tak Zhang 31 75 0 28 May 2018
Solving Bongard Problems with a Visual Language and Pragmatic Reasoning Stefan Depeweg Constantin Rothkopf Frank Jakel LRM 22 42 0 12 Apr 2018
PsyPhy: A Psychophysics Driven Evaluation Framework for Visual Recognition Brandon RichardWebster Samuel E. Anthony Walter J. Scheirer 21 72 0 19 Nov 2016