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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"

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Title
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding Xiangxiang Chu Renda Li Yong Wang 254 1 0 01 Jul 2025
Dealing with the Evil Twins: Improving Random Augmentation by Addressing Catastrophic Forgetting of Diverse Augmentations Dongkyu Cho Rumi Chunara 28 0 0 01 Jul 2025
One Period to Rule Them All: Identifying Critical Learning Periods in Deep Networks Vinicius Yuiti Fukase Heitor Gama Bárbara Dias Bueno Lucas Libanio A. H. R. Costa Artur Jordao 5 0 0 19 Jun 2025
Polyline Path Masked Attention for Vision Transformer Zhongchen Zhao Chaodong Xiao H. Lin Qi Xie Lei Zhang Deyu Meng Mamba 28 0 0 19 Jun 2025
Sequential Policy Gradient for Adaptive Hyperparameter Optimization Zheng Li Jerry Q. Cheng Huanying Gu OffRL 10 0 0 18 Jun 2025
Graph-Convolutional-Beta-VAE for Synthetic Abdominal Aorta Aneurysm Generation Francesco Fabbri Martino Andrea Scarpolini Angelo Iollo Francesco Viola Francesco Tudisco MedIm 23 0 0 16 Jun 2025
Manager: Aggregating Insights from Unimodal Experts in Two-Tower VLMs and MLLMs Xiao Xu L. Qin Wanxiang Che Min-Yen Kan MoE VLM 30 0 0 13 Jun 2025
Composite Data Augmentations for Synthetic Image Detection Against Real-World Perturbations Efthymia Amarantidou C. Koutlis Symeon Papadopoulos P. Petrantonakis 12 0 0 13 Jun 2025
Shapley Machine: A Game-Theoretic Framework for N-Agent Ad Hoc Teamwork Jianhong Wang Yang Li Samuel Kaski Jonathan Lawry 13 0 0 12 Jun 2025
PiPViT: Patch-based Visual Interpretable Prototypes for Retinal Image Analysis Marzieh Oghbaie Teresa Araújoa Hrvoje Bogunović ViT MedIm 115 0 0 12 Jun 2025
Beyond Overconfidence: Foundation Models Redefine Calibration in Deep Neural Networks Achim Hekler Lukas Kuhn Florian Buettner UQCV 70 0 0 11 Jun 2025
An Adaptive Method Stabilizing Activations for Enhanced Generalization Hyunseok Seung Jaewoo Lee Hyunsuk Ko ODL 21 0 0 10 Jun 2025
NysAct: A Scalable Preconditioned Gradient Descent using Nystrom Approximation Hyunseok Seung Jaewoo Lee Hyunsuk Ko ODL 30 0 0 10 Jun 2025
Data-Efficient Challenges in Visual Inductive Priors: A Retrospective Robert-Jan Bruintjes A. Lengyel O. Kayhan Davide Zambrano Nergis Tomen Hadi Jamali Rad Jan van Gemert VLM 26 0 0 10 Jun 2025
Segment Concealed Objects with Incomplete Supervision Chunming He Kai Li Yachao Zhang Ziyun Yang Youwei Pang ... Chengyu Fang Yulun Zhang Linghe Kong Xiu Li Sina Farsiu 19 0 0 10 Jun 2025
Generative Modeling of Weights: Generalization or Memorization? Boya Zeng Yida Yin Zhiqiu Xu Zhuang Liu DiffM 12 0 0 09 Jun 2025
Variational Supervised Contrastive Learning Ziwen Wang Jiajun Fan Thao Nguyen Heng Ji Ge Liu DRL SSL 31 0 0 09 Jun 2025
Tuning the Right Foundation Models is What you Need for Partial Label Learning Kuang He Wei Tang Tong Wei Min Zhang VLM 86 0 0 05 Jun 2025
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning Juntae Lee Munawar Hayat Sungrack Yun CLL 12 0 0 04 Jun 2025
Pre-trained Vision-Language Models Assisted Noisy Partial Label Learning Qian-Wei Wang Yuqiu Xie Letian Zhang Zimo Liu Shu-Tao Xia VLM 9 0 0 03 Jun 2025
Enhancing Abnormality Identification: Robust Out-of-Distribution Strategies for Deepfake Detection Luca Maiano Fabrizio Casadei Irene Amerini 47 0 0 03 Jun 2025
SST: Self-training with Self-adaptive Thresholding for Semi-supervised Learning Shuai Zhao Heyan Huang Xinge Li Xiaokang Chen Rui Wang 23 0 0 31 May 2025
Long-Tailed Visual Recognition via Permutation-Invariant Head-to-Tail Feature Fusion Mengke Li Zhikai Hu Yang Lu Weichao Lan Y. Cheung Hui Huang 26 0 0 31 May 2025
Diversify and Conquer: Open-set Disagreement for Robust Semi-supervised Learning with Outliers Heejo Kong Sung-Jin Kim Gunho Jung Seong-Whan Lee 25 0 0 30 May 2025
Pseudo Multi-Source Domain Generalization: Bridging the Gap Between Single and Multi-Source Domain Generalization Shohei Enomoto OOD AI4CE 29 0 0 29 May 2025
Optimizing Data Augmentation through Bayesian Model Selection Madi Matymov Ba-Hien Tran Michael Kampffmeyer Markus Heinonen Maurizio Filippone 41 0 0 27 May 2025
Structured Initialization for Vision Transformers Jianqiao Zheng Xueqian Li Hemanth Saratchandran Simon Lucey ViT 44 0 0 26 May 2025
ViTaPEs: Visuotactile Position Encodings for Cross-Modal Alignment in Multimodal Transformers Fotios Lygerakis Ozan Özdenizci Elmar Rückert 37 0 0 26 May 2025
Rotary Masked Autoencoders are Versatile Learners Uros Zivanovic Serafina Di Gioia Andre Scaffidi Martín de los Rios Gabriella Contardo R. Trotta 22 0 0 26 May 2025
Adaptive Location Hierarchy Learning for Long-Tailed Mobility Prediction Yu Wang Junshu Dai Yuchen Ying Yuxuan Liang Tongya Zheng Mingli Song 43 0 0 26 May 2025
Spiking Transformers Need High Frequency Information Yuetong Fang Deming Zhou Ziqing Wang Hongwei Ren Zecui Zeng Lusong Li Shibo Zhou Renjing Xu 41 0 0 24 May 2025
Asymmetric Duos: Sidekicks Improve Uncertainty Tim G. Zhou Evan Shelhamer Geoff Pleiss UQCV 46 0 0 24 May 2025
LookWhere? Efficient Visual Recognition by Learning Where to Look and What to See from Self-Supervision A. Fuller Yousef Yassin Junfeng Wen Daniel G. Kyrollos Tarek Ibrahim James R. Green Evan Shelhamer ViT 184 0 0 23 May 2025
Adaptive Semantic Token Communication for Transformer-based Edge Inference Alessio Devoto Jary Pomponi Mattia Merluzzi Paolo Di Lorenzo Simone Scardapane 240 0 0 23 May 2025
Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding Ta Duc Huy Duy Anh Huynh Yutong Xie Yuankai Qi Qi Chen ... Anton van den Hengel Zhibin Liao Minh-Son To Johan Verjans Vu Minh Hieu Phan 99 0 0 21 May 2025
The Effects of Data Augmentation on Confidence Estimation for LLMs Rui Wang Renyu Zhu Minmin Lin R. Wu Tangjie Lv Changjie Fan Haobo Wang 13 0 0 21 May 2025
Mitigating Spurious Correlations with Causal Logit Perturbation Xiaoling Zhou Wei Ye Rui Xie Shikun Zhang CML 89 0 0 21 May 2025
Transfer Learning from Visual Speech Recognition to Mouthing Recognition in German Sign Language Dinh Nam Pham Eleftherios Avramidis SLR 86 0 0 20 May 2025
Detect and Correct: A Selective Noise Correction Method for Learning with Noisy Labels Yuval Grinberg Nimrod Harel Jacob Goldberger Ofir Lindenbaum NoLa 73 0 0 19 May 2025
MSVIT: Improving Spiking Vision Transformer Using Multi-scale Attention Fusion Wei Hua Chenlin Zhou Jibin Wu Yansong Chua Yangyang Shu 110 0 0 19 May 2025
Learning to Adapt to Position Bias in Vision Transformer Classifiers Robert-Jan Bruintjes Jan van Gemert 159 0 0 19 May 2025
Improving Out-of-Domain Robustness with Targeted Augmentation in Frequency and Pixel Spaces Ruoqi Wang Haitao Wang Shaojie Guo Qiong Luo OOD 77 0 0 18 May 2025
Multi-Source Collaborative Style Augmentation and Domain-Invariant Learning for Federated Domain Generalization Yikang Wei 68 0 0 15 May 2025
Adaptive Contextual Embedding for Robust Far-View Borehole Detection Xuesong Liu Tianyu Hao Emmett J. Ientilucci 70 0 0 08 May 2025
Hyb-KAN ViT: Hybrid Kolmogorov-Arnold Networks Augmented Vision Transformer Sainath Dey Mitul Goswami Jashika Sethi Prasant Kumar Pattnaik ViT 74 0 0 07 May 2025
Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices Tasnim Shahriar 38 0 0 06 May 2025
Improving the Reproducibility of Deep Learning Software: An Initial Investigation through a Case Study Analysis Nikita Ravi Abhinav Goel James C. Davis George K. Thiruvathukal 91 0 0 06 May 2025
When Dynamic Data Selection Meets Data Augmentation Steve Yang Peng Ye Furao Shen Dongzhan Zhou 78 0 0 02 May 2025
Federated Out-of-Distribution Generalization: A Causal Augmentation View Runhui Zhang Sijin Zhou Zhuang Qi OOD FedML 134 1 0 28 Apr 2025
Masked Language Prompting for Generative Data Augmentation in Few-shot Fashion Style Recognition Yuki Hirakawa Ryotaro Shimizu 97 0 0 28 Apr 2025