RandAugment: Practical automated data augmentation with a reduced search space

30 September 2019

Papers citing "RandAugment: Practical automated data augmentation with a reduced search space"

50 / 1,998 papers shown

Title
A Simple Background Augmentation Method for Object Detection with Diffusion Model Yuhang Li Jun Gao Chen Chen Yue Zhang Jielei Zhang DiffM 35 5 0 01 Aug 2024
Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic Systems Gabriel Kasmi L. Dubus Yves-Marie Saint Drenan Philippe Blanc 30 0 0 31 Jul 2024
Twins-PainViT: Towards a Modality-Agnostic Vision Transformer Framework for Multimodal Automatic Pain Assessment using Facial Videos and fNIRS Stefanos Gkikas M. Tsiknakis MedIm 27 3 0 29 Jul 2024
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention João D. Nunes D. Montezuma Domingos Oliveira Tania Pereira Jaime S. Cardoso 49 1 0 26 Jul 2024
Dual-Decoupling Learning and Metric-Adaptive Thresholding for Semi-Supervised Multi-Label Learning Jia-Hao Xiao Ming-Kun Xie Heng-Bo Fan Gang Niu Masashi Sugiyama Sheng-Jun Huang 26 0 0 26 Jul 2024
Enhancing Encrypted Internet Traffic Classification Through Advanced Data Augmentation Techniques Yehonatan Zion Porat Aharon Ran Dubin A. Dvir Chen Hajaj 25 2 0 23 Jul 2024
HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification Shuyi Ouyang Hongyi Wang Ziwei Niu Zhenjia Bai Shiao Xie Yingying Xu Ruofeng Tong Yen-Wei Chen Lanfen Lin VLM 33 1 0 23 Jul 2024
Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval Yang Liu Qianqian Xu Peisong Wen Siran Dai Qingming Huang 44 0 0 22 Jul 2024
SIGMA:Sinkhorn-Guided Masked Video Modeling Mohammadreza Salehi Michael Dorkenwald Fida Mohammad Thoker E. Gavves Cees G. M. Snoek Yuki M. Asano 47 3 0 22 Jul 2024
Decoupled Prompt-Adapter Tuning for Continual Activity Recognition Di Fu Thanh Vinh Vo Haozhe Ma Tze-Yun Leong 27 0 0 20 Jul 2024
MetaAug: Meta-Data Augmentation for Post-Training Quantization Cuong Pham Hoang Anh Dung Cuong C. Nguyen Trung Le Dinh Q. Phung Gustavo Carneiro Thanh-Toan Do MQ 38 0 0 20 Jul 2024
Pose-guided multi-task video transformer for driver action recognition Ricardo Pizarro Roberto Valle L. Bergasa J. M. Buenaposada Luis Baumela ViT 32 0 0 18 Jul 2024
LTRL: Boosting Long-tail Recognition via Reflective Learning QiHao Zhao Yalun Dai Shen Lin Wei Hu Fan Zhang Jun Liu 43 1 0 17 Jul 2024
ProSub: Probabilistic Open-Set Semi-Supervised Learning with Subspace-Based Out-of-Distribution Detection Erik Wallin Lennart Svensson Fredrik Kahl Lars Hammarstrand OODD 40 1 0 16 Jul 2024
Learning Unlabeled Clients Divergence via Anchor Model Aggregation for Federated Semi-supervised Learning Marawan Elbatel Hualiang Wang Jixiang Chen Hao Wang Xiaomeng Li FedML 55 0 0 14 Jul 2024
Augmented Neural Fine-Tuning for Efficient Backdoor Purification Nazmul Karim Abdullah Al Arafat Umar Khalid Zhishan Guo Nazanin Rahnavard AAML 40 0 0 14 Jul 2024
A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization Qiyu Chen Huiyuan Luo Chengkan Lv Zhengtao Zhang 35 15 0 12 Jul 2024
VideoMamba: Spatio-Temporal Selective State Space Model Jinyoung Park Hee-Seon Kim Kangwook Ko Minbeom Kim Changick Kim Mamba 34 7 0 11 Jul 2024
Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer Tahira Shehzadi Ifza Didier Stricker Muhammad Zeshan Afzal ViT 38 0 0 11 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
SUMix: Mixup with Semantic and Uncertain Information Huafeng Qin Xin Jin Hongyu Zhu Hongchao Liao M. El-Yacoubi Xinbo Gao UQCV 26 5 0 10 Jul 2024
CTRL-F: Pairing Convolution with Transformer for Image Classification via Multi-Level Feature Cross-Attention and Representation Learning Fusion Hosam S. El-Assiouti Hadeer El-Saadawy M. Al-Berry M. Tolba ViT 52 0 0 09 Jul 2024
Wavelet Convolutions for Large Receptive Fields Shahaf E. Finder Roy Amoyal Eran Treister O. Freifeld ViT MDE 22 51 0 08 Jul 2024
An accurate detection is not all you need to combat label noise in web-noisy datasets Paul Albert Jack Valmadre Eric Arazo Tarun Krishna Noel E. O'Connor Kevin McGuinness AAML 38 0 0 08 Jul 2024
Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning Zeju Li Ying-Qiu Zheng Chen Chen Saâd Jbabdi 40 0 0 07 Jul 2024
Deep Online Probability Aggregation Clustering Yuxuan Yan Na Lu Ruofan Yan 27 1 0 07 Jul 2024
Isomorphic Pruning for Vision Models Gongfan Fang Xinyin Ma Michael Bi Mi Xinchao Wang VLM ViT 34 6 0 05 Jul 2024
A Survey of Data Synthesis Approaches Hsin-Yu Chang Pei-Yu Chen Tun-Hsiang Chou Chang-Sheng Kao Hsuan-Yun Yu Yen-Ting Lin Yun-Nung Chen 32 6 0 04 Jul 2024
Learning Scalable Model Soup on a Single GPU: An Efficient Subspace Training Strategy Tao Li Weisen Jiang Fanghui Liu X. Huang James T. Kwok MoMe 55 1 0 04 Jul 2024
Robot Instance Segmentation with Few Annotations for Grasping Moshe Kimhi David Vainshtein Chaim Baskin Dotan Di Castro 51 2 0 01 Jul 2024
Extract More from Less: Efficient Fine-Grained Visual Recognition in Low-Data Regimes Dmitry Demidov Abduragim Shtanchaev M. Mihaylov Mohammad Almansoori 79 0 0 28 Jun 2024
AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation Guanghao Zhu Jing Zhang Juanxiu Liu Xiaohui Du Ruqian Hao Yong Liu Lin Liu 21 0 0 28 Jun 2024
Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion Quanmin Liang Zhilin Huang Xiawu Zheng Feidiao Yang Jun Peng Kai Huang Yonghong Tian 38 1 0 28 Jun 2024
MedMNIST-C: Comprehensive benchmark and improved classifier robustness by simulating realistic image corruptions Francesco Di Salvo Sebastian Doerrich Christian Ledig OOD 24 2 0 25 Jun 2024
Implicit-Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes Qi Ma Danda Pani Paudel E. Konukoglu Luc Van Gool 38 6 0 25 Jun 2024
Improving robustness to corruptions with multiplicative weight perturbations Trung Trinh Markus Heinonen Luigi Acerbi Samuel Kaski 38 0 0 24 Jun 2024
PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images Parastoo Sotoudeh Sharifi M. Omair Ahmad M. N. S. Swamy MoMe OOD 36 0 0 21 Jun 2024
LayerMatch: Do Pseudo-labels Benefit All Layers? Chaoqi Liang Guanglei Yang Lifeng Qiao Zitong Huang Hongliang Yan Yunchao Wei W. Zuo 41 0 0 20 Jun 2024
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation Eyal Michaeli Ohad Fried 57 1 0 20 Jun 2024
Boosting Consistency in Dual Training for Long-Tailed Semi-Supervised Learning Kai Gan Tong Wei Min-Ling Zhang 32 1 0 19 Jun 2024
A machine learning pipeline for automated insect monitoring Aditya Jain Fagner Cunha M. Bunsen L. Pasi Anna Viklund Maxim Larrivée David Rolnick 30 2 0 18 Jun 2024
Insect Identification in the Wild: The AMI Dataset Aditya Jain Fagner Cunha M. Bunsen Juan Sebastián Canas L. Pasi ... K. P. McFarland David Roy T. Høye Maxim Larrivée David Rolnick 26 3 0 18 Jun 2024
Hierarchical Associative Memory, Parallelized MLP-Mixer, and Symmetry Breaking Ryo Karakida Toshihiro Ota Masato Taki 27 2 0 18 Jun 2024
Domain Generalization for In-Orbit 6D Pose Estimation Antoine Legrand R. Detry Christophe De Vleeschouwer 20 1 0 17 Jun 2024
First-Order Manifold Data Augmentation for Regression Learning Ilya Kaufman Omri Azencot 30 3 0 16 Jun 2024
H-Fac: Memory-Efficient Optimization with Factorized Hamiltonian Descent Son Nguyen Lizhang Chen Bo Liu Qiang Liu 20 3 0 14 Jun 2024
LieRE: Generalizing Rotary Position Encodings Sophie Ostmeier Brian Axelrod Michael E. Moseley Akshay S. Chaudhari C. Langlotz 26 1 0 14 Jun 2024
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities Roman Bachmann Oğuzhan Fatih Kar David Mizrahi Ali Garjani Mingfei Gao David Griffiths Jiaming Hu Afshin Dehghan Amir Zamir MoE VLM MLLM 36 14 0 13 Jun 2024
KernelWarehouse: Rethinking the Design of Dynamic Convolution Chao Li Anbang Yao 29 3 0 12 Jun 2024
Adapters Strike Back Jan-Martin O. Steitz Stefan Roth 22 5 0 10 Jun 2024