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
Masked Contrastive Pre-Training for Efficient Video-Text Retrieval Fangxun Shu Biaolong Chen Yue Liao Shuwen Xiao Wenyu Sun Xiaobo Li Yousong Zhu Jinqiao Wang Si Liu CLIP 35 11 0 02 Dec 2022
PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization Prithvijit Chattopadhyay Kartik Sarangmath Vivek Vijaykumar Judy Hoffman 52 26 0 02 Dec 2022
Scaling Language-Image Pre-training via Masking Yanghao Li Haoqi Fan Ronghang Hu Christoph Feichtenhofer Kaiming He CLIP VLM 45 318 0 01 Dec 2022
ResFormer: Scaling ViTs with Multi-Resolution Training Rui Tian Zuxuan Wu Qiuju Dai Hang-Rui Hu Yu Qiao Yu-Gang Jiang ViT 32 33 0 01 Dec 2022
Part-based Face Recognition with Vision Transformers Zhonglin Sun Georgios Tzimiropoulos ViT 30 15 0 30 Nov 2022
Exploiting Category Names for Few-Shot Classification with Vision-Language Models Taihong Xiao Zirui Wang Liangliang Cao Jiahui Yu Shengyang Dai Ming Yang VLM MLLM 36 5 0 29 Nov 2022
Lightweight Structure-Aware Attention for Visual Understanding Heeseung Kwon F. M. Castro M. Marín-Jiménez N. Guil Alahari Karteek 31 2 0 29 Nov 2022
AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification Suorong Yang Jinqiao Li Jian Zhao S. Furao AAML 33 6 0 29 Nov 2022
PatchMix Augmentation to Identify Causal Features in Few-shot Learning C. Xu Chen Liu Xinwei Sun Siqian Yang Yabiao Wang Chengjie Wang Yanwei Fu 24 16 0 29 Nov 2022
LUMix: Improving Mixup by Better Modelling Label Uncertainty Shuyang Sun Jieneng Chen Ruifei He Alan Yuille Philip Torr Song Bai UQCV NoLa 26 5 0 29 Nov 2022
Towards Improved Input Masking for Convolutional Neural Networks S. Balasubramanian S. Feizi AAML 36 3 0 26 Nov 2022
Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance Mats L. Richter C. Pal 27 3 0 26 Nov 2022
Degenerate Swin to Win: Plain Window-based Transformer without Sophisticated Operations Tan Yu Ping Li ViT 46 5 0 25 Nov 2022
Cross-Domain Ensemble Distillation for Domain Generalization Kyung-Jin Lee Sungyeon Kim Suha Kwak FedML OOD 28 38 0 25 Nov 2022
Expanding Small-Scale Datasets with Guided Imagination Yifan Zhang Daquan Zhou Bryan Hooi Kaixin Wang Jiashi Feng 49 46 0 25 Nov 2022
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning Pritam Sarkar Ali Etemad 19 20 0 25 Nov 2022
Learning with Partial Labels from Semi-supervised Perspective Ximing Li Yuanzhi Jiang C. Li Yiyuan Wang Jihong Ouyang SSL 28 15 0 24 Nov 2022
Self-supervised vision-language pretraining for Medical visual question answering Pengfei Li Gang Liu Lin Tan Jinying Liao Shenjun Zhong MedIm 21 33 0 24 Nov 2022
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations Jiahang Zhang Lilang Lin Jiaying Liu 23 46 0 24 Nov 2022
Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning Yatai Ji Rong-Cheng Tu Jie Jiang Weijie Kong Chengfei Cai Wenzhe Zhao Hongfa Wang Yujiu Yang Wei Liu VLM 37 13 0 24 Nov 2022
Differentially Private Image Classification from Features Harsh Mehta Walid Krichene Abhradeep Thakurta Alexey Kurakin Ashok Cutkosky 65 7 0 24 Nov 2022
Indian Commercial Truck License Plate Detection and Recognition for Weighbridge Automation Siddharth Agrawal Keyur D. Joshi 45 4 0 23 Nov 2022
Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket Nianhui Guo Joseph Bethge Christoph Meinel Haojin Yang MQ 39 20 0 23 Nov 2022
Improving Crowded Object Detection via Copy-Paste Jiangfan Deng Dewen Fan Xiaosong Qiu Feng Zhou 22 12 0 22 Nov 2022
Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised Domain Adaptation M. Bhalerao Anurag Singh Soma Biswas 12 1 0 22 Nov 2022
UpCycling: Semi-supervised 3D Object Detection without Sharing Raw-level Unlabeled Scenes Sunwook Hwang Youngseok Kim Seongwon Kim S. Bahk Hyung-Sin Kim 3DPC 36 3 0 22 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 36 129 0 22 Nov 2022
Teaching Structured Vision&Language Concepts to Vision&Language Models Sivan Doveh Assaf Arbelle Sivan Harary Yikang Shen Roei Herzig ... Donghyun Kim Raja Giryes Rogerio Feris S. Ullman Leonid Karlinsky VLM CoGe 56 71 0 21 Nov 2022
Semantic Segmentation for Fully Automated Macrofouling Analysis on Coatings after Field Exposure Lutz M. K. Krause Emily Manderfeld Patricia Gnutt Louisa Vogler Ann Wassick ... Marco Rudolph K. Hunsucker G. Swain Bodo Rosenhahn A. Rosenhahn 21 5 0 21 Nov 2022
Efficient Generalization Improvement Guided by Random Weight Perturbation Tao Li Wei Yan Zehao Lei Yingwen Wu Kun Fang Ming Yang Xiaolin Huang AAML 43 6 0 21 Nov 2022
Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation Zhen Zhao Sifan Long Jimin Pi Jingdong Wang Luping Zhou 34 29 0 21 Nov 2022
Vision Transformer with Super Token Sampling Huaibo Huang Xiaoqiang Zhou Jie Cao Ran He Tieniu Tan ViT 23 56 0 21 Nov 2022
FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Collaborative Training Quan Nguyen Hieu H. Pham Kok-Seng Wong Phi Le Nguyen Truong Thao Nguyen Minh N. Do FedML 27 7 0 20 Nov 2022
SplitNet: Learnable Clean-Noisy Label Splitting for Learning with Noisy Labels Daehwan Kim Kwang-seok Ryoo Hansang Cho Seung Wook Kim NoLa 28 3 0 20 Nov 2022
Learning from Long-Tailed Noisy Data with Sample Selection and Balanced Loss Lefan Zhang Zhang-Hao Tian Wujun Zhou Wei Wang NoLa 24 2 0 20 Nov 2022
EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens Sun-Kyoo Hwang Jaehong Yoon Youngwan Lee Sung Ju Hwang 36 6 0 19 Nov 2022
Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory Justin Cui Ruochen Wang Si Si Cho-Jui Hsieh DD 36 132 0 19 Nov 2022
Knowing What to Label for Few Shot Microscopy Image Cell Segmentation Youssef Dawoud Arij Bouazizi Katharina Ernst G. Carneiro Vasileios Belagiannis 18 6 0 18 Nov 2022
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones Yulin Wang Yang Yue Rui Lu Tian-De Liu Zhaobai Zhong S. Song Gao Huang 42 28 0 17 Nov 2022
NorMatch: Matching Normalizing Flows with Discriminative Classifiers for Semi-Supervised Learning Zhongying Deng Rihuan Ke Carola-Bibiane Schonlieb Angelica I Aviles-Rivero 25 0 0 17 Nov 2022
UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer Kunchang Li Yali Wang Yinan He Yizhuo Li Yi Wang Limin Wang Yu Qiao ViT 30 107 0 17 Nov 2022
Exploring adaptation of VideoMAE for Audio-Visual Diarization & Social @ Ego4d Looking at me Challenge Yinan He Guo Chen 20 0 0 17 Nov 2022
Token Turing Machines Michael S. Ryoo K. Gopalakrishnan Kumara Kahatapitiya Ted Xiao Kanishka Rao Austin Stone Yao Lu Julian Ibarz Anurag Arnab 29 21 0 16 Nov 2022
MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis Tianhong Li Huiwen Chang Shlok Kumar Mishra Han Zhang Dina Katabi Dilip Krishnan 41 154 0 16 Nov 2022
Learning with Noisy Labels over Imbalanced Subpopulations Mingcai Chen Yu Zhao Bing He Zongbo Han Bingzhe Wu Jianhua Yao 32 8 0 16 Nov 2022
Local Magnification for Data and Feature Augmentation Kun He Chang-rui Liu Stephen Lin J. Hopcroft 26 2 0 15 Nov 2022
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale Yuxin Fang Wen Wang Binhui Xie Quan-Sen Sun Ledell Yu Wu Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM CLIP 92 681 0 14 Nov 2022
Unsupervised Face Recognition using Unlabeled Synthetic Data Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 30 32 0 14 Nov 2022
Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning Yabin Zhang Jiehong Lin Ruihuang Li Kui Jia Lei Zhang 3DPC 37 7 0 13 Nov 2022
Demystify Transformers & Convolutions in Modern Image Deep Networks Jifeng Dai Min Shi Weiyun Wang Sitong Wu Linjie Xing ... Lewei Lu Jie Zhou Xiaogang Wang Yu Qiao Xiao-hua Hu ViT 34 11 0 10 Nov 2022