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
Learning from Different Samples: A Source-free Framework for Semi-supervised Domain Adaptation Xinyang Huang Chuang Zhu Bowen Zhang Shanghang Zhang 26 1 0 11 Nov 2024
Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation Xiaowei Yu Zhe Huang Zao Zhang ViT 26 1 0 10 Nov 2024
Don't Look Twice: Faster Video Transformers with Run-Length Tokenization Rohan Choudhury Guanglei Zhu Sihan Liu Koichiro Niinuma Kris M. Kitani László A. Jeni 26 9 0 07 Nov 2024
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation Anil Kag Huseyin Coskun Jierun Chen Junli Cao Willi Menapace Aliaksandr Siarohin Sergey Tulyakov Jian Ren 46 3 0 07 Nov 2024
Community Forensics: Using Thousands of Generators to Train Fake Image Detectors Jeongsoo Park Andrew Owens 34 3 0 06 Nov 2024
SPACE: SPAtial-aware Consistency rEgularization for anomaly detection in Industrial applications Daehwan Kim Hyungmin Kim Daun Jeong Sungho Suh Hansang Cho 32 0 0 05 Nov 2024
OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning Shengjie Niu Lifan Lin Jian Huang Chao Wang 29 0 0 04 Nov 2024
Inducing Semi-Structured Sparsity by Masking for Efficient Model Inference in Convolutional Networks David A. Danhofer 27 0 0 01 Nov 2024
I Can Hear You: Selective Robust Training for Deepfake Audio Detection Zirui Zhang Wei Hao Aroon Sankoh William Lin Emanuel Mendiola-Ortiz Junfeng Yang Chengzhi Mao AAML 26 2 0 31 Oct 2024
FRoundation: Are Foundation Models Ready for Face Recognition? Tahar Chettaoui Naser Damer Fadi Boutros CVBM 39 4 0 31 Oct 2024
(FL) $^2$ : Overcoming Few Labels in Federated Semi-Supervised Learning Seungjoo Lee Thanh-Long V. Le Jaemin Shin Sung-Ju Lee FedML 34 1 0 30 Oct 2024
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets Adrian Iordache B. Alexe Radu Tudor Ionescu 31 1 0 29 Oct 2024
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier Pin-Yen Huang Szu-Wei Fu Yu Tsao 32 0 0 29 Oct 2024
Where Do Large Learning Rates Lead Us? Ildus Sadrtdinov M. Kodryan Eduard Pokonechny E. Lobacheva Dmitry Vetrov AI4CE 31 0 0 29 Oct 2024
Saliency-Based diversity and fairness Metric and FaceKeepOriginalAugment: A Novel Approach for Enhancing Fairness and Diversity Teerath Kumar Alessandra Mileo Malika Bendechache 29 0 0 29 Oct 2024
Decoupled Data Augmentation for Improving Image Classification Ruoxin Chen Zhe Wang Ke-Yue Zhang Shuang Wu Jiamu Sun Shouli Wang Taiping Yao Shouhong Ding DiffM 32 2 0 29 Oct 2024
Enhancing pretraining efficiency for medical image segmentation via transferability metrics Gábor Hidy Bence Bakos András Lukács 23 1 0 24 Oct 2024
Paved or unpaved? A Deep Learning derived Road Surface Global Dataset from Mapillary Street-View Imagery Sukanya Randhawa Eren Aygun Guntaj Randhawa Benjamin Herfort Sven Lautenbach Alexander Zipf 24 0 0 24 Oct 2024
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization Shancong Mou Raviteja Vemulapalli Shiyu Li Yuxuan Liu C Thomas ... Haoping Bai Oncel Tuzel Ping-Chia Huang Jiulong Shan Jianjun Shi 30 0 0 24 Oct 2024
PETAH: Parameter Efficient Task Adaptation for Hybrid Transformers in a resource-limited Context Maximilian Augustin Syed Shakib Sarwar Mostafa Elhoushi Sai Qian Zhang Yuecheng Li B. D. Salvo 23 0 0 23 Oct 2024
Granularity Matters in Long-Tail Learning Shizhen Zhao Xin Wen J. Liu Chuofan Ma C. Yuan Xiaojuan Qi 29 0 0 21 Oct 2024
Adversarial Training: A Survey Mengnan Zhao Lihe Zhang Jingwen Ye Huchuan Lu Baocai Yin Xinchao Wang AAML 28 0 0 19 Oct 2024
Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling Minhyuk Seo Hyunseo Koh Jonghyun Choi 31 1 0 19 Oct 2024
How Does Data Diversity Shape the Weight Landscape of Neural Networks? Yang Ba M. Mancenido Rong Pan 19 0 0 18 Oct 2024
How Do Training Methods Influence the Utilization of Vision Models? Paul Gavrikov Shashank Agnihotri M. Keuper J. Keuper 26 2 0 18 Oct 2024
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios Ziming Huang Xurui Li Haotian Liu Feng Xue Yuzhe Wang Yu Zhou 30 0 0 18 Oct 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
Long-Tailed Backdoor Attack Using Dynamic Data Augmentation Operations Lu Pang Tao Sun Weimin Lyu Haibin Ling C. L. P. Chen AAML 21 0 0 16 Oct 2024
Towards Zero-Shot Camera Trap Image Categorization Jiří Vyskočil Lukas Picek VLM 26 0 0 16 Oct 2024
MoH: Multi-Head Attention as Mixture-of-Head Attention Peng Jin Bo Zhu Li Yuan Shuicheng Yan MoE 29 13 0 15 Oct 2024
Efficiera Residual Networks: Hardware-Friendly Fully Binary Weight with 2-bit Activation Model Achieves Practical ImageNet Accuracy Shuntaro Takahashi Takuya Wakisaka Hiroyuki Tokunaga MQ 27 0 0 15 Oct 2024
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning Jingyang Li Jiachun Pan Vincent Y. F. Tan Kim-Chuan Toh Pan Zhou AAML MLT 43 0 0 15 Oct 2024
Browsing without Third-Party Cookies: What Do You See? Maxwell Lin Shihan Lin Helen Wu Karen Wang Xiaowei Yang BDL 51 0 0 14 Oct 2024
Exploring Semi-Supervised Learning for Online Mapping Adam Lilja Erik Wallin Junsheng Fu Lars Hammarstrand SSL 44 1 0 14 Oct 2024
EchoPrime: A Multi-Video View-Informed Vision-Language Model for Comprehensive Echocardiography Interpretation Milos Vukadinovic Xiu Tang N. Yuan Paul Cheng Debiao Li Susan Cheng B. He David Ouyang 32 11 0 13 Oct 2024
S $^4$ ST: A Strong, Self-transferable, faSt, and Simple Scale Transformation for Transferable Targeted Attack Yongxiang Liu Bowen Peng Li Liu X. Li 102 0 0 13 Oct 2024
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention Nguyen Huu Bao Long Chenyu Zhang Yuzhi Shi Tsubasa Hirakawa Takayoshi Yamashita Tohgoroh Matsui H. Fujiyoshi 31 2 0 11 Oct 2024
BA-Net: Bridge Attention in Deep Neural Networks Ronghui Zhang Runzong Zou Yue Zhao Zirui Zhang Junzhou Chen Yue Cao Chuan Hu Houbing Song 31 0 0 10 Oct 2024
When the Small-Loss Trick is Not Enough: Multi-Label Image Classification with Noisy Labels Applied to CCTV Sewer Inspections Keryan Chelouche Marie Lachaize Marine Bernard Louise Olgiati Remi Cuingnet NoLa 17 0 0 10 Oct 2024
MatMamba: A Matryoshka State Space Model Abhinav Shukla Sai H. Vemprala Aditya Kusupati Ashish Kapoor Mamba 28 0 0 09 Oct 2024
Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learning Siyuan Li Juanxi Tian Zedong Wang Luyuan Zhang Zicheng Liu Weiyang Jin Yang Liu Baigui Sun Stan Z. Li 31 0 0 08 Oct 2024
Adaptive Label Smoothing for Out-of-Distribution Detection Mingle Xu Jaehwan Lee Sook Yoon D. Park OODD 28 2 0 08 Oct 2024
Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition Zi-Hao Zhou Siyuan Fang Zi-Jing Zhou Tong Wei Yuanyu Wan Min-Ling Zhang 26 1 0 08 Oct 2024
NegMerge: Consensual Weight Negation for Strong Machine Unlearning Hyoseo Kim Dongyoon Han Junsuk Choe MoMe MU 28 1 0 08 Oct 2024
Residual Kolmogorov-Arnold Network for Enhanced Deep Learning Ray Congrui Yu Sherry Wu Jiang Gui 36 1 0 07 Oct 2024
Revealing the Unseen: Guiding Personalized Diffusion Models to Expose Training Data Xiaoyu Wu Jiaru Zhang Steven Wu 33 1 0 03 Oct 2024
SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation Mucong Ding Bang An Yuancheng Xu Anirudh Satheesh Furong Huang 19 1 0 03 Oct 2024
MONICA: Benchmarking on Long-tailed Medical Image Classification Lie Ju Siyuan Yan Yukun Zhou Yang Nan Xiaodan Xing Peibo Duan Zongyuan Ge 52 0 0 02 Oct 2024
WiGNet: Windowed Vision Graph Neural Network Gabriele Spadaro Marco Grangetto A. Fiandrotti Enzo Tartaglione Jhony H. Giraldo 18 0 0 01 Oct 2024
Exploring Empty Spaces: Human-in-the-Loop Data Augmentation Catherine Yeh Donghao Ren Yannick Assogba Dominik Moritz Fred Hohman 36 0 0 01 Oct 2024