Data Augmentation using Random Image Cropping and Patching for Deep CNNs

22 November 2018

Papers citing "Data Augmentation using Random Image Cropping and Patching for Deep CNNs"

22 / 22 papers shown

Title
Enhancing Graph Self-Supervised Learning with Graph Interplay Xinjian Zhao Wei Pang Xiangru Jian Yaoyao Xu Chaolong Ying Tianshu Yu 45 0 0 17 Jan 2025
Neural Operator-Based Proxy for Reservoir Simulations Considering Varying Well Settings, Locations, and Permeability Fields Daniel Badawi Eduardo Gildin OOD AI4CE 13 4 0 13 Jul 2024
AdaFisher: Adaptive Second Order Optimization via Fisher Information Damien Martins Gomes Yanlei Zhang Eugene Belilovsky Guy Wolf Mahdi S. Hosseini ODL 76 2 0 26 May 2024
A Comprehensive Survey on Data Augmentation Zaitian Wang Pengfei Wang Kunpeng Liu Pengyang Wang Yanjie Fu Chang-Tien Lu Charu Aggarwal Jian Pei Yuanchun Zhou ViT 95 21 0 15 May 2024
Tailoring Mixup to Data for Calibration Quentin Bouniot Pavlo Mozharovskyi Florence dÁlché-Buc 55 1 0 02 Nov 2023
Latent Code Augmentation Based on Stable Diffusion for Data-free Substitute Attacks Mingwen Shao Lingzhuang Meng Yuanjian Qiao Lixu Zhang W. Zuo DiffM 23 0 0 24 Jul 2023
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction Yuxin Meng Feng Gao Eric Rigall Ran Dong Junyu Dong Q. Du 21 18 0 19 Apr 2023
Rethinking Soft Label in Label Distribution Learning Perspective Seungbum Hong Jihun Yoon Bogyu Park Min-Kook Choi 31 0 0 31 Jan 2023
Self-supervised learning of audio representations using angular contrastive loss Shanshan Wang S. Tripathy A. Mesaros SSL 18 4 0 10 Nov 2022
Automated Defect Recognition of Castings defects using Neural Networks Alberto García-Pérez M. J. Gómez-Silva A. D. L. Escalera MedIm AI4CE 68 23 0 06 Sep 2022
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective Chanwoo Park Sangdoo Yun Sanghyuk Chun AAML 16 32 0 21 Aug 2022
TokenMix: Rethinking Image Mixing for Data Augmentation in Vision Transformers Jihao Liu B. Liu Hang Zhou Hongsheng Li Yu Liu ViT 10 66 0 18 Jul 2022
Model-Agnostic Augmentation for Accurate Graph Classification Jaemin Yoo Sooyeon Shim U. Kang GNN 19 29 0 21 Feb 2022
GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal Segmentation Minh-Quan Le Trung-Nghia Le Tam V. Nguyen Isao Echizen M. Tran 21 0 0 12 Dec 2021
PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures Dan Hendrycks Andy Zou Mantas Mazeika Leonard Tang Bo-wen Li D. Song Jacob Steinhardt UQCV 21 136 0 09 Dec 2021
Training Lightweight CNNs for Human-Nanodrone Proximity Interaction from Small Datasets using Background Randomization Marco Ferri Dario Mantegazza Elia Cereda Nicky Zimmerman L. Gambardella Daniele Palossi Jérôme Guzzi Alessandro Giusti 24 0 0 27 Oct 2021
Isotonic Data Augmentation for Knowledge Distillation Wanyun Cui Sen Yan 15 6 0 03 Jul 2021
Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training Brendon Lutnick L. Murali Brandon G. Ginley Avi Z. Rosenberg P. Sarder 13 10 0 23 Feb 2021
Where to drive: free space detection with one fisheye camera Tobias Scheck Adarsh Mallandur C. Wiede G. Hirtz 6 7 0 11 Nov 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 35 120 0 26 Mar 2020
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 254 7,634 0 03 Jul 2012