Improving generalization by mimicking the human visual diet

Improving generalization by mimicking the human visual diet

15 June 2022

Hanspeter Pfister

Gabriel Kreiman

Papers citing "Improving generalization by mimicking the human visual diet"

17 / 17 papers shown

Title
Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations Akira Sakai Taro Sunagawa Spandan Madan Kanata Suzuki Takashi Katoh Hiromichi Kobashi Hanspeter Pfister Pawan Sinha Xavier Boix Tomotake Sasaki 44 2 0 30 Oct 2021
Visual Search Asymmetry: Deep Nets and Humans Share Similar Inherent Biases Shashi Kant Gupta Mengmi Zhang Chia-Chien Wu J. Wolfe Gabriel Kreiman ObjD 20 19 0 05 Jun 2021
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization Daehee Kim Seunghyun Park Jinkyu Kim Jaekoo Lee OOD SSL 107 266 0 20 Apr 2021
When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes Philipp Bomatter Mengmi Zhang D. Karev Spandan Madan Claire Tseng Gabriel Kreiman 26 24 0 06 Apr 2021
Truly shift-invariant convolutional neural networks Anadi Chaman Ivan Dokmanić 45 71 0 28 Nov 2020
Cross-domain Face Presentation Attack Detection via Multi-domain Disentangled Representation Learning Guoqing Wang Hu Han Shiguang Shan Xilin Chen CVBM OOD 34 169 0 04 Apr 2020
ColorFool: Semantic Adversarial Colorization Ali Shahin Shamsabadi Ricardo Sánchez-Matilla Andrea Cavallaro AAML 36 119 0 25 Nov 2019
Putting visual object recognition in context Mengmi Zhang Claire Tseng Gabriel Kreiman 23 53 0 17 Nov 2019
Likelihood Ratios for Out-of-Distribution Detection Jie Jessie Ren Peter J. Liu Emily Fertig Jasper Snoek Ryan Poplin M. DePristo Joshua V. Dillon Balaji Lakshminarayanan OODD 124 717 0 07 Jun 2019
DIVA: Domain Invariant Variational Autoencoders Maximilian Ilse Jakub M. Tomczak Christos Louizos Max Welling DRL OOD 53 200 0 24 May 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 572 4,735 0 13 May 2019
Deep Sky Modeling for Single Image Outdoor Lighting Estimation Yannick Hold-Geoffroy A. Athawale Jean-François Lalonde 3DV 35 119 0 10 May 2019
Making Convolutional Networks Shift-Invariant Again Richard Y. Zhang OOD 74 794 0 25 Apr 2019
Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers Ameya Joshi Amitangshu Mukherjee Soumik Sarkar Chinmay Hegde AAML 33 100 0 17 Apr 2019
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 143 4,331 0 20 Mar 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 199 4,001 0 14 Feb 2017
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 59 3,123 0 06 Jul 2016