GridMask Data Augmentation

13 January 2020

Papers citing "GridMask Data Augmentation"

50 / 105 papers shown

Title
Camera-Only 3D Panoptic Scene Completion for Autonomous Driving through Differentiable Object Shapes N. Marinello Simen Cassiman Jonas Heylen M. Proesmans Luc Van Gool 3DPC 21 0 0 14 May 2025
Adaptive Contextual Embedding for Robust Far-View Borehole Detection Xuesong Liu Tianyu Hao Emmett J. Ientilucci 41 0 0 08 May 2025
BackMix: Regularizing Open Set Recognition by Removing Underlying Fore-Background Priors Yu Wang Junxian Mu Hongzhi Huang Qilong Wang Pengfei Zhu Q. Hu 55 0 0 22 Mar 2025
Enhancing Image Classification with Augmentation: Data Augmentation Techniques for Improved Image Classification Saorj Kumar Prince Asiamah Oluwatoyin Jolaoso Ugochukwu Esiowu 60 0 0 25 Feb 2025
Multi-Perspective Data Augmentation for Few-shot Object Detection Anh-Khoa Nguyen Vu Quoc-Truong Truong Vinh-Tiep Nguyen T. Ngo Thanh-Toan Do Tam V. Nguyen 69 1 0 25 Feb 2025
Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution Jiarui Yang Tao Dai Yufei Zhu Naiqi Li Jinmin Li Shutao Xia DiffM 76 0 0 21 Dec 2024
Data-efficient Tactile Sensing with Electrical Impedance Tomography Huazhi Dong Ronald B. Liu Leo Micklem Peisan Sharel E F. G. Serchi Yunjie Yang 57 1 0 19 Nov 2024
FaceSaliencyAug: Mitigating Geographic, Gender and Stereotypical Biases via Saliency-Based Data Augmentation Teerath Kumar Alessandra Mileo Malika Bendechache CVBM 16 0 0 17 Oct 2024
Erase, then Redraw: A Novel Data Augmentation Approach for Free Space Detection Using Diffusion Model Fulong Ma Weiqing Qi Guoyang Zhao Ming Liu Jun Ma DiffM 17 0 0 30 Sep 2024
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification Suorong Yang F. Shen Jian Zhao AAML 29 1 0 10 Sep 2024
DePatch: Towards Robust Adversarial Patch for Evading Person Detectors in the Real World Jikang Cheng Ying Zhang Zhongyuan Wang Zou Qin Chen Li AAML 30 0 0 13 Aug 2024
Diverse Generation while Maintaining Semantic Coordination: A Diffusion-Based Data Augmentation Method for Object Detection Sen Nie Zhuo Wang Xinxin Wang Kun He DiffM 65 0 0 06 Aug 2024
ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders Carlos Hinojosa Shuming Liu Bernard Ghanem 24 0 0 17 Jul 2024
Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation Datasets Qin Lei Jiang Zhong Qizhu Dai DiffM 45 2 0 11 Jul 2024
Scalp Diagnostic System With Label-Free Segmentation and Training-Free Image Translation Youngmin Kim Saejin Kim Hoyeon Moon Youngjae Yu Junhyug Noh MedIm 32 0 0 25 Jun 2024
PoseBench: Benchmarking the Robustness of Pose Estimation Models under Corruptions Sihan Ma Jing Zhang Qiong Cao Dacheng Tao 24 2 0 20 Jun 2024
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation Suorong Yang Peijia Li Xin Xiong Shen Furao Jian Zhao 24 1 0 19 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
KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach Teerath Kumar Alessandra Mileo Malika Bendechache AAML 23 4 0 10 May 2024
Large Language Model Informed Patent Image Retrieval Hao-Cheng Lo Jung-Mei Chu Jieh Hsiang Chun-Chieh Cho VLM 23 2 0 30 Apr 2024
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange Yanhao Wu Tong Zhang Wei Ke Congpei Qiu Sabine Susstrunk Mathieu Salzmann 3DPC 22 6 0 11 Apr 2024
Clean-image Backdoor Attacks Dazhong Rong Guoyao Yu Shuheng Shen Xinyi Fu Peng Qian Jianhai Chen Qinming He Xing Fu Weiqiang Wang 41 4 0 22 Mar 2024
Augment Before Copy-Paste: Data and Memory Efficiency-Oriented Instance Segmentation Framework for Sport-scenes Chih-Chung Hsu Chia-Ming Lee Ming-Shyen Wu VLM 35 1 0 18 Mar 2024
OCR is All you need: Importing Multi-Modality into Image-based Defect Detection System Chih-Chung Hsu Chia-Ming Lee Chun-Hung Sun Kuang-Ming Wu 34 0 0 18 Mar 2024
Automated data processing and feature engineering for deep learning and big data applications: a survey A. Mumuni F. Mumuni TPM 38 47 0 18 Mar 2024
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods A. Mumuni F. Mumuni 60 5 0 13 Mar 2024
Distribution-Aware Data Expansion with Diffusion Models Haowei Zhu Ling Yang Jun-Hai Yong Hongzhi Yin Jiawei Jiang Meng Xiao Wentao Zhang Bin Wang 28 2 0 11 Mar 2024
T-TAME: Trainable Attention Mechanism for Explaining Convolutional Networks and Vision Transformers Mariano V. Ntrougkas Nikolaos Gkalelis Vasileios Mezaris FAtt ViT 25 5 0 07 Mar 2024
YOLO-Former: YOLO Shakes Hand With ViT J. Khoramdel A. Moori Y. Borhani A. Ghanbarzadeh Esmaeil Najafi ViT 12 2 0 11 Jan 2024
CLAP: Isolating Content from Style through Contrastive Learning with Augmented Prompts Yichao Cai Yuhang Liu Zhen Zhang Javen Qinfeng Shi CLIP VLM 24 5 0 28 Nov 2023
A-JEPA: Joint-Embedding Predictive Architecture Can Listen Zhengcong Fei Mingyuan Fan Junshi Huang 25 17 0 27 Nov 2023
Random Linear Projections Loss for Hyperplane-Based Optimization in Neural Networks Shyam Venkatasubramanian Ahmed Aloui Vahid Tarokh 11 0 0 21 Nov 2023
Efficient Temporally-Aware DeepFake Detection using H.264 Motion Vectors Peter Grönquist Yufan Ren Qingyi He Alessio Verardo Sabine Süsstrunk 13 0 0 17 Nov 2023
Counterfactual Data Augmentation with Contrastive Learning Ahmed Aloui Juncheng Dong Cat P. Le Vahid Tarokh CML 20 2 0 07 Nov 2023
Enhancing Deep Neural Network Training Efficiency and Performance through Linear Prediction Hejie Ying Mengmeng Song Yaohong Tang S. Xiao Zimin Xiao 23 8 0 17 Oct 2023
Win-Win: Training High-Resolution Vision Transformers from Two Windows Vincent Leroy Jérôme Revaud Thomas Lucas Philippe Weinzaepfel ViT 34 2 0 01 Oct 2023
Exploring the Robustness of Human Parsers Towards Common Corruptions Sanyi Zhang Xiaochun Cao Rui Wang Guohong Qi Jie Zhou 22 1 0 02 Sep 2023
MixBag: Bag-Level Data Augmentation for Learning from Label Proportions Takanori Asanomi Shinnosuke Matsuo D. Suehiro Ryoma Bise 14 8 0 17 Aug 2023
LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space L. Tronchin Minh H. Vu Paolo Soda Tommy Löfstedt 20 2 0 21 Jul 2023
PanoOcc: Unified Occupancy Representation for Camera-based 3D Panoptic Segmentation Yu-Quan Wang Yuntao Chen Xingyu Liao Lue Fan Zhaoxiang Zhang 81 72 0 16 Jun 2023
VIPriors 3: Visual Inductive Priors for Data-Efficient Deep Learning Challenges Robert-Jan Bruintjes A. Lengyel Marcos Baptista-Rios O. Kayhan Davide Zambrano Nergis Tomen J. C. V. Gemert 18 9 0 31 May 2023
CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing Philipp Altmann Fabian Ritz Leonard Feuchtinger Jonas Nusslein Claudia Linnhoff-Popien Thomy Phan OOD OffRL 11 5 0 26 Apr 2023
What Can Human Sketches Do for Object Detection? Pinaki Nath Chowdhury A. Bhunia Aneeshan Sain Subhadeep Koley Tao Xiang Yi-Zhe Song ObjD 26 32 0 27 Mar 2023
Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images Bouthaina Slika Fadi Dornaika H. Merdji K. Hammoudi ViT MedIm 26 0 0 18 Mar 2023
DACov: A Deeper Analysis of Data Augmentation on the Computed Tomography Segmentation Problem Bruno A. Krinski Daniel V. Ruiz Rayson Laroca E. Todt 3DPC 20 2 0 10 Mar 2023
Triplet Contrastive Representation Learning for Unsupervised Vehicle Re-identification Fei Shen Xiaoyu Du Liyan Zhang Xiangbo Shu Jinhui Tang SSL 21 18 0 23 Jan 2023
FrustumFormer: Adaptive Instance-aware Resampling for Multi-view 3D Detection Yu-Quan Wang Yuntao Chen Zhaoxiang Zhang 3DPC 57 22 0 10 Jan 2023
Object as Query: Lifting any 2D Object Detector to 3D Detection Zitian Wang Zehao Huang Jiahui Fu Nai-long Wang Si Liu 3DPC 33 27 0 06 Jan 2023
VoronoiPatches: Evaluating A New Data Augmentation Method Steffen Illium Gretchen Griffin Michael Kolle Maximilian Zorn Jonas Nusslein Claudia Linnhoff-Popien 20 0 0 20 Dec 2022
AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification Suorong Yang Jinqiao Li Jian Zhao S. Furao AAML 22 6 0 29 Nov 2022