GridMask Data Augmentation

13 January 2020

Papers citing "GridMask Data Augmentation"

50 / 105 papers shown

Title
PatchMix Augmentation to Identify Causal Features in Few-shot Learning C. Xu Chen Liu Xinwei Sun Siqian Yang Yabiao Wang Chengjie Wang Yanwei Fu 24 16 0 29 Nov 2022
Expanding Small-Scale Datasets with Guided Imagination Yifan Zhang Daquan Zhou Bryan Hooi Kaixin Wang Jiashi Feng 36 45 0 25 Nov 2022
Feature Weaken: Vicinal Data Augmentation for Classification Songhao Jiang Yan Chu Tian-Hui Ma Tianning Zang 23 0 0 20 Nov 2022
Local Magnification for Data and Feature Augmentation Kun He Chang-rui Liu Stephen Lin J. Hopcroft 19 2 0 15 Nov 2022
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models Shujian Zhang Chengyue Gong Xingchao Liu RALM 37 6 0 02 Nov 2022
TC-SKNet with GridMask for Low-complexity Classification of Acoustic scene Luyuan Xie Yan Zhong L. Yang Zhaoyu Yan Zhonghai Wu Junjie Wang 14 2 0 05 Oct 2022
Improving Robustness with Adaptive Weight Decay Amin Ghiasi Ali Shafahi R. Ardekani OOD 17 7 0 30 Sep 2022
Effective Vision Transformer Training: A Data-Centric Perspective Benjia Zhou Pichao Wang Jun Wan Yan-Ni Liang Fan Wang 26 5 0 29 Sep 2022
Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation Jiawei Liang Siyuan Liang Aishan Liu Ke Ma Jingzhi Li Xiaochun Cao VLM 48 15 0 20 Sep 2022
A Simple Baseline for Multi-Camera 3D Object Detection Yunpeng Zhang Wenzhao Zheng Zhengbiao Zhu Guan Huang Jie Zhou Jiwen Lu 3DPC 14 19 0 22 Aug 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
PoseTrans: A Simple Yet Effective Pose Transformation Augmentation for Human Pose Estimation Wentao Jiang Sheng Jin Wentao Liu Chao Qian Ping Luo Sishuo Liu ViT 30 23 0 16 Aug 2022
A Novel Data Augmentation Technique for Out-of-Distribution Sample Detection using Compounded Corruptions R. Hebbalaguppe Soumya Suvra Goshal Jatin Prakash H. Khadilkar Chetan Arora OODD 33 4 0 28 Jul 2022
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance Aref Miri Rekavandi Lian Xu F. Boussaïd A. Seghouane Stephen Hoefs Bennamoun ObjD 20 17 0 26 Jul 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
Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic Segmentation Bruno A. Krinski Daniel V. Ruiz E. Todt 3DPC 32 2 0 19 May 2022
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning Mingle Xu Sook Yoon A. Fuentes D. Park VLM 22 393 0 03 May 2022
Image Data Augmentation for Deep Learning: A Survey Suorong Yang Wei-Ting Xiao Mengcheng Zhang Suhan Guo Jian Zhao S. Furao 18 232 0 19 Apr 2022
SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation K. Hammoudi A. Cabani Bouthaina Slika H. Benhabiles Fadi Dornaika Mahmoud Melkemi 29 3 0 11 Apr 2022
A Survey on Dropout Methods and Experimental Verification in Recommendation Y. Li Weizhi Ma C. L. Philip Chen M. Zhang Yiqun Liu Shaoping Ma Yue Yang 33 9 0 05 Apr 2022
Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation Ange Lou Kareem O. Tawfik X. Yao Ziteng Liu J. Noble 22 38 0 29 Mar 2022
RecursiveMix: Mixed Learning with History Lingfeng Yang Xiang Li Borui Zhao Renjie Song Jian Yang VLM 27 18 0 14 Mar 2022
VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges A. Lengyel Robert-Jan Bruintjes Marcos Baptista-Rios O. Kayhan Davide Zambrano Nergis Tomen J. C. V. Gemert VLM 30 11 0 21 Jan 2022
Uncertainty-Aware Cascaded Dilation Filtering for High-Efficiency Deraining Qing-Wu Guo Jingyang Sun Felix Juefei Xu L. Ma Di Lin Wei Feng Song Wang 16 2 0 07 Jan 2022
Data Augmentation for Depression Detection Using Skeleton-Based Gait Information Jingjing Yang Hai Lu Chengming Li Xiping Hu Bin Hu CVBM 34 13 0 04 Jan 2022
The Second Place Solution for ICCV2021 VIPriors Instance Segmentation Challenge Bo Yan Fengliang Qi Leilei Cao Hongbin Wang ISeg 16 1 0 02 Dec 2021
Improving Model Generalization by Agreement of Learned Representations from Data Augmentation Rowel Atienza ViT 17 9 0 20 Oct 2021
Exploring Content Based Image Retrieval for Highly Imbalanced Melanoma Data using Style Transfer, Semantic Image Segmentation and Ensemble Learning Priyam Mehta 11 0 0 12 Oct 2021
Mix3D: Out-of-Context Data Augmentation for 3D Scenes Alexey Nekrasov Jonas Schult Or Litany Bastian Leibe Francis Engelmann 3DPC 147 154 0 05 Oct 2021
Instance Segmentation Challenge Track Technical Report, VIPriors Workshop at ICCV 2021: Task-Specific Copy-Paste Data Augmentation Method for Instance Segmentation Jahongir Yunusov Shohruh Rakhmatov A. Namozov Abdulaziz Gaybulayev Tae-Hyong Kim ISeg 30 5 0 01 Oct 2021
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation M. B. Pereira J. A. dos Santos 11 8 0 26 Aug 2021
Data Augmentation for Scene Text Recognition Rowel Atienza 16 19 0 16 Aug 2021
Evolving Image Compositions for Feature Representation Learning Paola Cascante-Bonilla Arshdeep Sekhon Yanjun Qi Vicente Ordonez SSL 11 7 0 16 Jun 2021
Survey: Image Mixing and Deleting for Data Augmentation Humza Naveed Saeed Anwar Munawar Hayat Kashif Javed Ajmal Mian 30 78 0 13 Jun 2021
Deepfake Detection by Human Crowds, Machines, and Machine-informed Crowds Matthew Groh Ziv Epstein C. Firestone Rosalind W. Picard 49 143 0 13 May 2021
When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks Jiahang Wang Sheng Jin Wentao Liu Weizhong Liu Chao Qian Ping Luo AAML 11 56 0 13 May 2021
PAFNet: An Efficient Anchor-Free Object Detector Guidance Ying Xin Guanzhong Wang Mingyuan Mao Yuan Feng Qingqing Dang Yanjun Ma Errui Ding Shumin Han ObjD 15 9 0 28 Apr 2021
A Competitive Method to VIPriors Object Detection Challenge Fei Shen Xin He Mengwan Wei Yihui Xie 28 8 0 19 Apr 2021
Block Scrambling Image Encryption Used in Combination with Data Augmentation for Privacy-Preserving DNNs Tatsuya Chuman Hitoshi Kiya 18 3 0 03 Apr 2021
Scale-aware Automatic Augmentation for Object Detection Yukang Chen Yanwei Li Tao Kong Lu Qi Ruihang Chu Lei Li Jiaya Jia 35 49 0 31 Mar 2021
PriorityCut: Occlusion-guided Regularization for Warp-based Image Animation Wai Ting Cheung Gyeongsu Chae VGen 14 1 0 22 Mar 2021
Cut-Thumbnail: A Novel Data Augmentation for Convolutional Neural Network Tianshu Xie Xuan Cheng Minghui Liu Jiali Deng Xiaomin Wang Ming Liu 9 28 0 09 Mar 2021
VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning Challenges Robert-Jan Bruintjes A. Lengyel Marcos Baptista-Rios O. Kayhan J. C. V. Gemert VLM 14 11 0 05 Mar 2021
A Survey on Deep Semi-supervised Learning Xiangli Yang Zixing Song Irwin King Zenglin Xu 12 566 0 28 Feb 2021
IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation Yuqiang Xie Luxi Xing Wei Peng Yue Hu 13 4 0 25 Feb 2021
Mixup Without Hesitation Hao Yu Huanyu Wang Jianxin Wu VLM 31 21 0 12 Jan 2021
KeepAugment: A Simple Information-Preserving Data Augmentation Approach Chengyue Gong Dilin Wang Meng Li Vikas Chandra Qiang Liu 25 113 0 23 Nov 2020
A Large Multi-Target Dataset of Common Bengali Handwritten Graphemes Samiul Alam Tahsin Reasat Asif Sushmit Sadi Mohammad Siddiquee Fuad Rahman Mahady Hasan Ahmed Imtiaz Humayun 8 21 0 01 Oct 2020
PP-OCR: A Practical Ultra Lightweight OCR System Yuning Du Chenxia Li Ruoyu Guo Xiaoting Yin Weiwei Liu ... Yifan Bai Zilin Yu Yehua Yang Qingqing Dang Hongya Wang 27 177 0 21 Sep 2020
IDA: Improved Data Augmentation Applied to Salient Object Detection Daniel V. Ruiz Bruno A. Krinski E. Todt 19 7 0 18 Sep 2020