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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
TransformMix: Learning Transformation and Mixing Strategies from Data Tsz-Him Cheung Dit-Yan Yeung 47 1 0 19 Mar 2024
HIRI-ViT: Scaling Vision Transformer with High Resolution Inputs Ting Yao Yehao Li Yingwei Pan Tao Mei ViT 82 21 0 18 Mar 2024
Exploring Facial Expression Recognition through Semi-Supervised Pretraining and Temporal Modeling Jun-chen Yu Zhihong Wei Zhongpeng Cai Gongpeng Zhao Zerui Zhang Yongqi Wang Guochen Xie Jichao Zhu Wangyuan Zhu CVBM 70 11 0 18 Mar 2024
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation Wangbo Zhao Jiasheng Tang Yizeng Han Yibing Song Kai Wang Gao Huang F. Wang Yang You 125 12 0 18 Mar 2024
Automated data processing and feature engineering for deep learning and big data applications: a survey A. Mumuni F. Mumuni TPM 81 60 0 18 Mar 2024
Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding Zichen Wu Hsiu-Yuan Huang Fanyi Qu Hao Sun VLM MoE 83 5 0 17 Mar 2024
NeoNeXt: Novel neural network operator and architecture based on the patch-wise matrix multiplications Vladimir Korviakov Denis Koposov 56 0 0 17 Mar 2024
DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation Yuanchen Wu Xichen Ye Kequan Yang Jide Li Xiaoqiang Li 89 10 0 17 Mar 2024
CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion Xiaoyu Wu Yang Hua Chumeng Liang Jiaru Zhang Hao Wang Tao Song Haibing Guan 82 6 0 17 Mar 2024
Just Say the Name: Online Continual Learning with Category Names Only via Data Generation Minhyuk Seo Diganta Misra Seongwon Cho Minjae Lee Jonghyun Choi CLL 85 9 0 16 Mar 2024
Frozen Feature Augmentation for Few-Shot Image Classification Andreas Bär N. Houlsby Mostafa Dehghani Manoj Kumar VLM 86 4 0 15 Mar 2024
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning Hyuck Lee Heeyoung Kim 84 3 0 15 Mar 2024
Revisiting Adversarial Training under Long-Tailed Distributions Xinli Yue Ningping Mou Qian Wang Lingchen Zhao AAML 109 7 0 15 Mar 2024
EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba Xiaohuan Pei Tao Huang Chang Xu Mamba 91 101 0 15 Mar 2024
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers Haoyang Liu Aditya Singh Yijiang Li Haohan Wang AAML ViT 130 1 0 15 Mar 2024
Don't Judge by the Look: Towards Motion Coherent Video Representation Yitian Zhang Yue Bai Huan Wang Yizhou Wang Yun Fu 60 0 0 14 Mar 2024
Faceptor: A Generalist Model for Face Perception Lixiong Qin Mei Wang Xuannan Liu Yuhang Zhang Weihong Deng Xiaoshuai Song Weiran Xu Weihong Deng CVBM 68 6 0 14 Mar 2024
A Decade's Battle on Dataset Bias: Are We There Yet? Zhuang Liu Kaiming He 94 37 0 13 Mar 2024
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods A. Mumuni F. Mumuni 124 7 0 13 Mar 2024
Maxwell's Demon at Work: Efficient Pruning by Leveraging Saturation of Neurons Simon Dufort-Labbé P. DÓro Evgenii Nikishin Razvan Pascanu Pierre-Luc Bacon A. Baratin 106 1 0 12 Mar 2024
ProPML: Probability Partial Multi-label Learning Lukasz Struski Adam Pardyl Jacek Tabor Bartosz Zieliñski 87 1 0 12 Mar 2024
PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution Honghao Chen Xiangxiang Chu Yongjian Ren Xin Zhao Kaiqi Huang 73 33 0 12 Mar 2024
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors Jonghyun Lee Dahuin Jung Saehyung Lee Junsung Park Juhyeon Shin Uiwon Hwang Sungroh Yoon TTA AAML 64 42 0 12 Mar 2024
Attention Prompt Tuning: Parameter-efficient Adaptation of Pre-trained Models for Spatiotemporal Modeling W. G. C. Bandara Vishal M. Patel VPVLM VLM 78 1 0 11 Mar 2024
Genetic Learning for Designing Sim-to-Real Data Augmentations Bram Vanherle Nick Michiels F. Reeth 63 0 0 11 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 74 4 0 11 Mar 2024
Probabilistic Contrastive Learning for Long-Tailed Visual Recognition Chaoqun Du Yulin Wang Shiji Song Gao Huang 97 33 0 11 Mar 2024
CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object Localization Perspective Shunsuke Yasuki Masato Taki AAML 88 0 0 11 Mar 2024
Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation Mingyu Lee Jongwon Choi 94 9 0 10 Mar 2024
Decoupled Contrastive Learning for Long-Tailed Recognition Shiyu Xuan Shiliang Zhang 104 7 0 10 Mar 2024
BSDA: Bayesian Random Semantic Data Augmentation for Medical Image Classification Yaoyao Zhu Xiuding Cai Xueyao Wang Xiaoqing Chen Yu Yao Zhongliang Fu MedIm 105 2 0 10 Mar 2024
Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation Yijiang Li Sucheng Ren Weipeng Deng Yuzhi Xu Ying Gao Edith C.H. Ngai Haohan Wang OOD 92 2 0 08 Mar 2024
Poly-View Contrastive Learning Amitis Shidani Devon Hjelm Jason Ramapuram Russ Webb Eeshan Gunesh Dhekane Dan Busbridge VLM SSL 71 4 0 08 Mar 2024
Denoising Autoregressive Representation Learning Yazhe Li J. Bornschein Ting Chen DiffM 84 4 0 08 Mar 2024
Möbius Transform for Mitigating Perspective Distortions in Representation Learning Prakash Chandra Chhipa Meenakshi Subhash Chippa Kanjar De Rajkumar Saini Marcus Liwicki Mubarak Shah 84 1 0 07 Mar 2024
Spatiotemporal Pooling on Appropriate Topological Maps Represented as Two-Dimensional Images for EEG Classification Takuto Fukushima Ryusuke Miyamoto 49 1 0 07 Mar 2024
Dual Mean-Teacher: An Unbiased Semi-Supervised Framework for Audio-Visual Source Localization Yuxin Guo Shijie Ma Hu Su Zhiqing Wang Yuhao Zhao Wei Zou Siyang Sun Yun Zheng SSL 82 12 0 05 Mar 2024
Cross Pseudo-Labeling for Semi-Supervised Audio-Visual Source Localization Yuxin Guo Shijie Ma Yuhao Zhao Hu Su Wei Zou 74 4 0 05 Mar 2024
MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer Jianjian Cao Peng Ye Shengze Li Chong Yu Yansong Tang Jiwen Lu Tao Chen 80 22 0 05 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Zhekai Du Xinyao Li Fengling Li Ke Lu Lei Zhu Jingjing Li 86 18 0 05 Mar 2024
Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification Puru Vaish Shunxin Wang N. Strisciuglio 83 10 0 04 Mar 2024
Kick Back & Relax++: Scaling Beyond Ground-Truth Depth with SlowTV & CribsTV Jaime Spencer Chris Russell Simon Hadfield Richard Bowden MDE 97 7 0 03 Mar 2024
DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions Guangrun Wang Changlin Li Liuchun Yuan Jiefeng Peng Xiaoyu Xian Xiaodan Liang Xiaojun Chang Liang Lin 122 1 0 02 Mar 2024
Tri-Modal Motion Retrieval by Learning a Joint Embedding Space Kangning Yin Shihao Zou Yuxuan Ge Zheng Tian 69 7 0 01 Mar 2024
VisionLLaMA: A Unified LLaMA Backbone for Vision Tasks Xiangxiang Chu Jianlin Su Bo Zhang Chunhua Shen MLLM 106 12 0 01 Mar 2024
Learning and Leveraging World Models in Visual Representation Learning Q. Garrido Mahmoud Assran Nicolas Ballas Adrien Bardes Laurent Najman Yann LeCun SSL 105 30 0 01 Mar 2024
Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model Huan Ma Yan Zhu Changqing Zhang Peilin Zhao Baoyuan Wu Long-Kai Huang Qinghua Hu Bing Wu VLM 143 2 0 01 Mar 2024
Enhancing Protein Predictive Models via Proteins Data Augmentation: A Benchmark and New Directions Rui Sun Lirong Wu Haitao Lin Yufei Huang Stan Z. Li 55 2 0 01 Mar 2024
HyenaPixel: Global Image Context with Convolutions Julian Spravil Sebastian Houben Sven Behnke 44 1 0 29 Feb 2024
Classes Are Not Equal: An Empirical Study on Image Recognition Fairness Jiequan Cui Beier Zhu Xin Wen Xiaojuan Qi Bei Yu Haiqi Zhang 72 8 0 28 Feb 2024