Fixing the train-test resolution discrepancy

14 June 2019

Andrea Vedaldi

Papers citing "Fixing the train-test resolution discrepancy"

31 / 231 papers shown

Title
Self-supervised Neural Architecture Search Sapir Kaplan Raja Giryes SSL 17 12 0 03 Jul 2020
Rethinking Channel Dimensions for Efficient Model Design Dongyoon Han Sangdoo Yun Byeongho Heo Y. Yoo 3DV 6 83 0 02 Jul 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification Rohan Taori Achal Dave Vaishaal Shankar Nicholas Carlini Benjamin Recht Ludwig Schmidt OOD 22 530 0 01 Jul 2020
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition Ionut Cosmin Duta Li Liu Fan Zhu Ling Shao 20 195 0 20 Jun 2020
Semi-Supervised Recognition under a Noisy and Fine-grained Dataset Cheng Cui Zhi-xia Ye Yangxi Li Xinjian Li Min Yang Kai Wei B. Dai Yanmei Zhao Zhongji Liu Rong Pang 11 5 0 18 Jun 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 15 3,988 0 17 Jun 2020
Are we done with ImageNet? Lucas Beyer Olivier J. Hénaff Alexander Kolesnikov Xiaohua Zhai Aaron van den Oord VLM 8 395 0 12 Jun 2020
Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End Abdelrahman Eldesokey M. Felsberg Karl Holmquist M. Persson BDL UQCV 12 112 0 05 Jun 2020
Hide-and-Seek: A Template for Explainable AI Thanos Tagaris A. Stafylopatis 6 6 0 30 Apr 2020
The Cost of Training NLP Models: A Concise Overview Or Sharir Barak Peleg Y. Shoham 15 209 0 19 Apr 2020
Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher Brian Kenji Iwana S. Uchida AI4TS 19 86 0 19 Apr 2020
Circumventing Outliers of AutoAugment with Knowledge Distillation Longhui Wei Anxiang Xiao Lingxi Xie Xin Chen Xiaopeng Zhang Qi Tian 8 62 0 25 Mar 2020
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 250 656 0 23 Mar 2020
Fixing the train-test resolution discrepancy: FixEfficientNet Hugo Touvron Andrea Vedaldi Matthijs Douze Hervé Jégou AAML 189 110 0 18 Mar 2020
Do CNNs Encode Data Augmentations? Eddie Q. Yan Yanping Huang OOD 11 5 0 29 Feb 2020
MaxUp: A Simple Way to Improve Generalization of Neural Network Training Chengyue Gong Tongzheng Ren Mao Ye Qiang Liu AAML 6 56 0 20 Feb 2020
Big Transfer (BiT): General Visual Representation Learning Alexander Kolesnikov Lucas Beyer Xiaohua Zhai J. Puigcerver Jessica Yung Sylvain Gelly N. Houlsby MQ 38 1,183 0 24 Dec 2019
What it Thinks is Important is Important: Robustness Transfers through Input Gradients Alvin Chan Yi Tay Yew-Soon Ong AAML OOD 9 51 0 11 Dec 2019
Fine-grained Classification of Rowing teams M.J.A. van Wezel L. J. Hamburger Y. Napolean 24 1 0 11 Dec 2019
A Multigrid Method for Efficiently Training Video Models Chaoxia Wu Ross B. Girshick Kaiming He Christoph Feichtenhofer Philipp Krahenbuhl 16 94 0 02 Dec 2019
Outside the Box: Abstraction-Based Monitoring of Neural Networks T. Henzinger Anna Lukina Christian Schilling AAML 25 59 0 20 Nov 2019
Large Scale Open-Set Deep Logo Detection M. Bastan Hao Wu Tianyang Cao Bhargava Kota Mehmet Tek 11 13 0 18 Nov 2019
Improve CAM with Auto-adapted Segmentation and Co-supervised Augmentation Ziyi Kou Guofeng Cui Shaojie Wang Wentian Zhao Chenliang Xu WSOL 9 1 0 17 Nov 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 30 2,358 0 11 Nov 2019
Progressive Compressed Records: Taking a Byte out of Deep Learning Data Michael Kuchnik George Amvrosiadis Virginia Smith 11 9 0 01 Nov 2019
Non-discriminative data or weak model? On the relative importance of data and model resolution Mark Sandler Jonathan Baccash A. Zhmoginov Andrew G. Howard 6 31 0 07 Sep 2019
Mix & Match: training convnets with mixed image sizes for improved accuracy, speed and scale resiliency Elad Hoffer Berry Weinstein Itay Hubara Tal Ben-Nun Torsten Hoefler Daniel Soudry 11 20 0 12 Aug 2019
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming Claudio Michaelis Benjamin Mitzkus Robert Geirhos E. Rusak Oliver Bringmann Alexander S. Ecker Matthias Bethge Wieland Brendel 3DPC 19 436 0 17 Jul 2019
Implicit Pairs for Boosting Unpaired Image-to-Image Translation Y. Ginger Dov Danon Hadar Averbuch-Elor Daniel Cohen-Or 16 2 0 15 Apr 2019
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 219 1,399 0 04 Dec 2018
Data augmentation instead of explicit regularization Alex Hernández-García Peter König 30 141 0 11 Jun 2018