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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"

50 / 2,036 papers shown

Title
Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Zhen Zhao Zicheng Wang Longyue Wang Dian Yu Yixuan Yuan Luping Zhou 103 14 0 29 Nov 2023
MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training Pavan Kumar Anasosalu Vasu Hadi Pouransari Fartash Faghri Raviteja Vemulapalli Oncel Tuzel CLIP VLM 114 53 0 28 Nov 2023
TransNeXt: Robust Foveal Visual Perception for Vision Transformers Dai Shi ViT 93 96 0 28 Nov 2023
1-Lipschitz Layers Compared: Memory, Speed, and Certifiable Robustness Bernd Prach Fabio Brau Giorgio Buttazzo Christoph H. Lampert 84 8 0 28 Nov 2023
Conditional Prompt Tuning for Multimodal Fusion Ruixia Jiang Lingbo Liu Changwen Chen 78 0 0 28 Nov 2023
DyRA: Portable Dynamic Resolution Adjustment Network for Existing Detectors Daeun Seo Hoeseok Yang Hyungshin Kim 121 0 0 28 Nov 2023
ViT-Lens: Towards Omni-modal Representations Weixian Lei Yixiao Ge Kun Yi Jianfeng Zhang Difei Gao Dylan Sun Yuying Ge Ying Shan Mike Zheng Shou 92 20 0 27 Nov 2023
MetaDefa: Meta-learning based on Domain Enhancement and Feature Alignment for Single Domain Generalization Can Sun Hao Zheng Zhigang Hu Liu Yang Meiguang Zheng Bo Xu 63 0 0 27 Nov 2023
RandMSAugment: A Mixed-Sample Augmentation for Limited-Data Scenarios Swarna Kamlam Ravindran Carlo Tomasi 70 0 0 25 Nov 2023
Occlusion Sensitivity Analysis with Augmentation Subspace Perturbation in Deep Feature Space Pedro Valois Koichiro Niinuma Kazuhiro Fukui AAML 68 5 0 25 Nov 2023
An Empirical Investigation into Benchmarking Model Multiplicity for Trustworthy Machine Learning: A Case Study on Image Classification Prakhar Ganesh 70 5 0 24 Nov 2023
Echocardiogram Foundation Model -- Application 1: Estimating Ejection Fraction Adil Dahlan C. Zakka Abhinav Kumar Laura Tang R. Shad R. Fong W. Hiesinger 79 2 0 21 Nov 2023
Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection Lei Fan Yiwen Ding Dongdong Fan Yong Wu Maurice Pagnucco Yang Song 82 5 0 20 Nov 2023
Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques Leon Hamnett M. Adewunmi M. Abayomi Kayode Raheem Fahad Ahmed ViT 29 1 0 18 Nov 2023
Graph Neural Networks for Pressure Estimation in Water Distribution Systems Huy Truong Andres Tello Alexander Lazovik Victoria Degeler 106 9 0 17 Nov 2023
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning Yue Fan Anna Kukleva Dengxin Dai Bernt Schiele 83 9 0 17 Nov 2023
FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic Data Pietro Melzi Ruben Tolosana R. Vera-Rodríguez Minchul Kim Christian Rathgeb ... Andrea Atzori Fadi Boutros Naser Damer Gianni Fenu Mirko Marras 84 16 0 17 Nov 2023
Language Semantic Graph Guided Data-Efficient Learning Wenxuan Ma Shuang Li Lincan Cai Jingxuan Kang 98 4 0 15 Nov 2023
Anchor Data Augmentation Nora Schneider Shirin Goshtasbpour Fernando Pérez-Cruz 100 6 0 12 Nov 2023
Learning Human Action Recognition Representations Without Real Humans Howard Zhong Samarth Mishra Donghyun Kim SouYoung Jin Yikang Shen Hildegard Kuehne Leonid Karlinsky Venkatesh Saligrama Aude Oliva Rogerio Feris 94 4 0 10 Nov 2023
1-Lipschitz Neural Networks are more expressive with N-Activations Bernd Prach Christoph H. Lampert AAML FAtt 55 0 0 10 Nov 2023
Window Attention is Bugged: How not to Interpolate Position Embeddings Daniel Bolya Chaitanya K. Ryali Judy Hoffman Christoph Feichtenhofer 85 13 0 09 Nov 2023
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples Shashanka Venkataramanan Ewa Kijak Laurent Amsaleg Yannis Avrithis 74 4 0 09 Nov 2023
FireMatch: A Semi-Supervised Video Fire Detection Network Based on Consistency and Distribution Alignment Qinghua Lin Zuoyong Li Kun Zeng Haoyi Fan Wei Li Xiaoguang Zhou 44 7 0 09 Nov 2023
A Coefficient Makes SVRG Effective Yida Yin Zhiqiu Xu Zhiyuan Li Trevor Darrell Zhuang Liu 87 1 0 09 Nov 2023
Army of Thieves: Enhancing Black-Box Model Extraction via Ensemble based sample selection Akshit Jindal Vikram Goyal Saket Anand Chetan Arora FedML 82 3 0 08 Nov 2023
Asymmetric Masked Distillation for Pre-Training Small Foundation Models Zhiyu Zhao Bingkun Huang Sen Xing Gangshan Wu Yu Qiao Limin Wang 74 5 0 06 Nov 2023
Generating Unbiased Pseudo-labels via a Theoretically Guaranteed Chebyshev Constraint to Unify Semi-supervised Classification and Regression Jiaqi Wu Junbiao Pang Qingming Huang 42 1 0 03 Nov 2023
Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models Andy Zhou Jindong Wang Yu-Xiong Wang Haohan Wang VLM 94 6 0 02 Nov 2023
Improving Robustness via Tilted Exponential Layer: A Communication-Theoretic Perspective Bhagyashree Puranik Ahmad Beirami Yao Qin Upamanyu Madhow AAML 52 0 0 02 Nov 2023
Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy Dongmin Park Seola Choi Doyoung Kim Hwanjun Song Jae-Gil Lee NoLa 125 22 0 02 Nov 2023
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks Micah Goldblum Hossein Souri Renkun Ni Manli Shu Viraj Prabhu ... Adrien Bardes Judy Hoffman Ramalingam Chellappa Andrew Gordon Wilson Tom Goldstein VLM 188 68 0 30 Oct 2023
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping Srikumar Sastry Subash Khanal Aayush Dhakal Di Huang Nathan Jacobs 77 10 0 29 Oct 2023
InstanT: Semi-supervised Learning with Instance-dependent Thresholds Muyang Li Runze Wu Haoyu Liu Jun-chen Yu Xun Yang Bo Han Tongliang Liu 91 17 0 29 Oct 2023
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness Soumyendu Sarkar Ashwin Ramesh Babu Sajad Mousavi Zachariah Carmichael Vineet Gundecha Sahand Ghorbanpour Ricardo Luna Antonio Guillen-Perez Avisek Naug AAML DiffM 81 5 0 28 Oct 2023
Hierarchical Text Spotter for Joint Text Spotting and Layout Analysis Shangbang Long Siyang Qin Yasuhisa Fujii Alessandro Bissacco Michalis Raptis 81 5 0 25 Oct 2023
Data Optimization in Deep Learning: A Survey Ou Wu Rujing Yao 109 2 0 25 Oct 2023
DualMatch: Robust Semi-Supervised Learning with Dual-Level Interaction Cong Wang Xiaofeng Cao Lanzhe Guo Zenglin Shi 72 2 0 25 Oct 2023
FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning Zhuo Huang Li Shen Jun-chen Yu Bo Han Tongliang Liu FedML 104 23 0 25 Oct 2023
SequenceMatch: Revisiting the design of weak-strong augmentations for Semi-supervised learning Khanh-Binh Nguyen 111 4 0 24 Oct 2023
Debiasing, calibrating, and improving Semi-supervised Learning performance via simple Ensemble Projector Khanh-Binh Nguyen 67 3 0 24 Oct 2023
Data-Free Knowledge Distillation Using Adversarially Perturbed OpenGL Shader Images Logan Frank Jim Davis 77 1 0 20 Oct 2023
Semi-supervised multimodal coreference resolution in image narrations A. Goel Basura Fernando Frank Keller Hakan Bilen 82 4 0 20 Oct 2023
RSAdapter: Adapting Multimodal Models for Remote Sensing Visual Question Answering Yuduo Wang Pedram Ghamisi 59 6 0 19 Oct 2023
Semi-Supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach Yu Wang Yuxuan Yin Karthik Somayaji Nanjangud Suryanarayana Ján Drgoňa Malachi Schram M. Halappanavar Frank Liu Peng Li 29 0 0 19 Oct 2023
EMIT-Diff: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Zheyu Zhang Lanhong Yao Bin Wang Debesh Jha Elif Keles Alpay Medetalibeyoglu Ulas Bagci MedIm 80 15 0 19 Oct 2023
Scalarization for Multi-Task and Multi-Domain Learning at Scale Amelie Royer Tijmen Blankevoort B. Bejnordi 97 18 0 13 Oct 2023
On the Over-Memorization During Natural, Robust and Catastrophic Overfitting Runqi Lin Chaojian Yu Bo Han Tongliang Liu 68 9 0 13 Oct 2023
Long-Tailed Classification Based on Coarse-Grained Leading Forest and Multi-Center Loss Jinye Yang Ji Xu Di Wu Jianhang Tang Shaobo Li Guoyin Wang 78 0 0 12 Oct 2023
DualAug: Exploiting Additional Heavy Augmentation with OOD Data Rejection Zehao Wang Yiwen Guo Qizhang Li Guanglei Yang Wangmeng Zuo 69 0 0 12 Oct 2023