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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
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation Wenzhao Xiang Chang Liu Hongyang Yu Xilin Chen 72 0 0 02 Mar 2025
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing Xiang Xiang Zhuo Xu Yao Deng Qinhao Zhou Yifan Liang Ke Chen Qingfang Zheng Yaowei Wang Xilin Chen Wen Gao VLM 135 0 0 28 Feb 2025
VRM: Knowledge Distillation via Virtual Relation Matching W. Zhang Fei Xie Weidong Cai Chao Ma 207 0 0 28 Feb 2025
Examining the Threat Landscape: Foundation Models and Model Stealing Ankita Raj Deepankar Varma Chetan Arora AAML 293 1 0 25 Feb 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 251 8 0 24 Feb 2025
Single Domain Generalization with Model-aware Parametric Batch-wise Mixup Marzi Heidari Yuhong Guo 87 0 0 22 Feb 2025
Transfer Learning with Pre-trained Conditional Generative Models Shin'ya Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 251 5 0 21 Feb 2025
Early Operative Difficulty Assessment in Laparoscopic Cholecystectomy via Snapshot-Centric Video Analysis Saurav Sharma Maria Vannucci Leonardo Pestana Legori Mario Scaglia Giovanni Guglielmo Laracca Didier Mutter Sergio Alfieri Pietro Mascagni N. Padoy 96 0 0 10 Feb 2025
Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment Minh-Quan Le Gaurav Mittal Tianjian Meng A S M Iftekhar Vishwas Suryanarayanan Barun Patra Dimitris Samaras Mei Chen DiffM 131 0 0 07 Feb 2025
Celo: Training Versatile Learned Optimizers on a Compute Diet A. Moudgil Boris Knyazev Guillaume Lajoie Eugene Belilovsky 432 0 0 22 Jan 2025
Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems Stefano Carlo Lambertenghi Hannes Leonhard Andrea Stocco AAML 456 2 0 21 Jan 2025
NBBOX: Noisy Bounding Box Improves Remote Sensing Object Detection Yechan Kim SooYeon Kim Moongu Jeon ViT 101 1 0 08 Jan 2025
Source-free Semantic Regularization Learning for Semi-supervised Domain Adaptation Xinyang Huang Chuang Zhu Ruiying Ren Shengjie Liu Tiejun Huang 189 0 0 03 Jan 2025
Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain Adaptations Yang Yuxiang Zeng Xinyi Zeng Pinxian Zu Chen Yan Binyu Zhou Jiliu Wang Yan 122 0 0 02 Jan 2025
Cross-View Consistency Regularisation for Knowledge Distillation W. Zhang Dongnan Liu Weidong Cai Chao Ma 164 2 0 21 Dec 2024
Enhancing Generalized Few-Shot Semantic Segmentation via Effective Knowledge Transfer Xinyue Chen Miaojing Shi Zijian Zhou Lianghua He Sophia Tsoka 120 0 0 20 Dec 2024
Difficulty-aware Balancing Margin Loss for Long-tailed Recognition Minseok Son Inyong Koo Jinyoung Park Changick Kim 136 0 0 20 Dec 2024
Dataset Augmentation by Mixing Visual Concepts Abdullah Al Rahat Hemanth Venkateswara DiffM 114 0 0 19 Dec 2024
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang 129 2 0 17 Dec 2024
GG-SSMs: Graph-Generating State Space Models Nikola Zubić Davide Scaramuzza Mamba 200 1 0 17 Dec 2024
Combating Semantic Contamination in Learning with Label Noise Wenxiao Fan Kan Li NoLa 531 0 0 16 Dec 2024
Training Strategies for Isolated Sign Language Recognition Karina Kvanchiani Roman Kraynov Elizaveta Petrova Petr Surovcev Aleksandr Nagaev A. Kapitanov 154 1 0 16 Dec 2024
RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone Mustafa Munir Md Mostafijur Rahman R. Marculescu MedIm ViT 113 0 0 14 Dec 2024
RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Haorong Han Jidong Yuan Chixuan Wei Zhongyang Yu 509 1 0 14 Dec 2024
Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation Jiaming Lv Haoyuan Yang P. Li 154 2 0 11 Dec 2024
Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization Yingfan Wang Guoliang Kang VLM 162 1 0 10 Dec 2024
Bridging the Divide: Reconsidering Softmax and Linear Attention Dongchen Han Yifan Pu Zhuofan Xia Yizeng Han Xuran Pan Xiu Li Jiwen Lu Shiji Song Gao Huang 131 11 0 09 Dec 2024
Slicing Vision Transformer for Flexible Inference Yitian Zhang Huseyin Coskun Xu Ma Huan Wang Ke Ma Xi Chen Derek Hao Hu Y. Fu ViT 137 1 0 06 Dec 2024
GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing Khawar Islam M. Zaheer Arif Mahmood Karthik Nandakumar Naveed Akhtar DiffM 196 2 0 03 Dec 2024
Learning Structured Representations with Hyperbolic Embeddings Aditya Sinha Siqi Zeng M. Yamada Han Zhao 142 3 0 02 Dec 2024
Token Cropr: Faster ViTs for Quite a Few Tasks Benjamin Bergner C. Lippert Aravindh Mahendran ViT VLM 97 1 0 01 Dec 2024
Learning Locally, Revising Globally: Global Reviser for Federated Learning with Noisy Labels Yuxin Tian Mouxing Yang Yuhao Zhou Jian Wang Qing Ye Tongliang Liu Gang Niu Jiancheng Lv FedML 148 0 0 30 Nov 2024
An In-depth Investigation of Sparse Rate Reduction in Transformer-like Models Yunzhe Hu Difan Zou Dong Xu 125 1 0 26 Nov 2024
CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction Yuan Zhou Qingshan Xu Jiequan Cui Junbao Zhou Jing Zhang Richang Hong Han Zhang ViT 112 0 0 25 Nov 2024
Style-Pro: Style-Guided Prompt Learning for Generalizable Vision-Language Models Niloufar Alipour Talemi Hossein Kashiani Fatemeh Afghah CLIP VLM 143 0 0 25 Nov 2024
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network Haoyang He Jing Zhang Yuxuan Cai Hongxu Chen Xiaobin Hu Zhenye Gan Yun Wang Chengjie Wang Yunsheng Wu Lei Xie Mamba 153 6 0 24 Nov 2024
Generalizable Person Re-identification via Balancing Alignment and Uniformity Y. Cho JaeYoon Kim Woo Jae Kim Junsik Jung Sung-eui Yoon CVBM OOD 130 0 0 18 Nov 2024
On the Surprising Effectiveness of Attention Transfer for Vision Transformers Alexander C. Li Yuandong Tian Bin Chen Deepak Pathak Xinlei Chen 75 3 0 14 Nov 2024
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology Dhananjay Tomar Alexander Binder Andreas Kleppe 79 0 0 14 Nov 2024
Breaking the Low-Rank Dilemma of Linear Attention Qihang Fan Huaibo Huang Ran He 111 2 0 12 Nov 2024
Learning from Different Samples: A Source-free Framework for Semi-supervised Domain Adaptation Xinyang Huang Chuang Zhu Bowen Zhang Shanghang Zhang 71 1 0 11 Nov 2024
Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation Xiaowei Yu Zhe Huang Zao Zhang ViT 61 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 83 14 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 93 3 0 07 Nov 2024
Community Forensics: Using Thousands of Generators to Train Fake Image Detectors Jeongsoo Park Andrew Owens 92 5 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 101 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 71 2 0 04 Nov 2024
Inducing Semi-Structured Sparsity by Masking for Efficient Model Inference in Convolutional Networks David A. Danhofer 58 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 68 3 0 31 Oct 2024
FRoundation: Are Foundation Models Ready for Face Recognition? Tahar Chettaoui Naser Damer Fadi Boutros CVBM 92 8 0 31 Oct 2024