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 / 2,006 papers shown

Title
Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck Jongheon Jeong Sihyun Yu Hankook Lee Jinwoo Shin AAML 49 0 0 24 Mar 2023
On the Efficacy of Generalization Error Prediction Scoring Functions Puja Trivedi Danai Koutra Jayaraman J. Thiagarajan 29 0 0 23 Mar 2023
A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias Puja Trivedi Danai Koutra Jayaraman J. Thiagarajan AAML 40 17 0 23 Mar 2023
The effectiveness of MAE pre-pretraining for billion-scale pretraining Mannat Singh Quentin Duval Kalyan Vasudev Alwala Haoqi Fan Vaibhav Aggarwal ... Piotr Dollár Christoph Feichtenhofer Ross B. Girshick Rohit Girdhar Ishan Misra LRM 126 63 0 23 Mar 2023
ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised Learning Islam Nassar Munawar Hayat Ehsan Abbasnejad Hamid Rezatofighi Gholamreza Haffari 40 17 0 22 Mar 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training Wei Li Jiahao Xie Chen Change Loy SSL 40 10 0 22 Mar 2023
ViC-MAE: Self-Supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders J. Hernandez Ruben Villegas Vicente Ordonez SSL 43 2 0 21 Mar 2023
Contrastive Alignment of Vision to Language Through Parameter-Efficient Transfer Learning Zaid Khan Yun Fu VLM 41 12 0 21 Mar 2023
EVA-02: A Visual Representation for Neon Genesis Yuxin Fang Quan-Sen Sun Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM ViT CLIP 47 263 0 20 Mar 2023
SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage Song Park Sanghyuk Chun Byeongho Heo Wonjae Kim Sangdoo Yun VLM ViT 14 8 0 20 Mar 2023
Understanding the Role of the Projector in Knowledge Distillation Roy Miles K. Mikolajczyk 35 21 0 20 Mar 2023
Boosting Semi-Supervised Learning by Exploiting All Unlabeled Data Yuhao Chen X. Tan Borui Zhao Zhaowei Chen Renjie Song Jiajun Liang Xuequan Lu 42 32 0 20 Mar 2023
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Regularized Self-Training Yongyi Su Xun Xu Tianrui Li Kui Jia OOD TTA 36 16 0 20 Mar 2023
Confidence Attention and Generalization Enhanced Distillation for Continuous Video Domain Adaptation Xiyu Wang Yuecong Xu Jianfei Yang Xiaoli Li Zhenghua Chen TTA 34 0 0 18 Mar 2023
Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation Yuecong Xu Jianfei Yang Yunjiao Zhou Zhenghua Chen Min-man Wu Xiaoli Li 37 5 0 18 Mar 2023
Synthetic-to-Real Domain Adaptation for Action Recognition: A Dataset and Baseline Performances Arun V. Reddy Ketul Shah William Paul Rohita Mocharla Judy Hoffman Kapil D. Katyal Dinesh Manocha Celso M. de Melo Ramalingam Chellappa 36 17 0 17 Mar 2023
TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation Devavrat Tomar Guillaume Vray Behzad Bozorgtabar Jean-Philippe Thiran TTA 33 33 0 17 Mar 2023
Dual-path Adaptation from Image to Video Transformers Jungin Park Jiyoung Lee Kwanghoon Sohn ViT 23 37 0 17 Mar 2023
Instance-Conditioned GAN Data Augmentation for Representation Learning Pietro Astolfi Arantxa Casanova Jakob Verbeek Pascal Vincent Adriana Romero Soriano M. Drozdzal 26 6 0 16 Mar 2023
Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement Fartash Faghri Hadi Pouransari Sachin Mehta Mehrdad Farajtabar Ali Farhadi Mohammad Rastegari Oncel Tuzel 48 9 0 15 Mar 2023
Active Semi-Supervised Learning by Exploring Per-Sample Uncertainty and Consistency Jae-Kwang Lim Jongkeun Na Nojun Kwak 45 1 0 15 Mar 2023
BiFormer: Vision Transformer with Bi-Level Routing Attention Lei Zhu Xinjiang Wang Zhanghan Ke Wayne Zhang Rynson W. H. Lau 134 490 0 15 Mar 2023
Exploring Large-scale Unlabeled Faces to Enhance Facial Expression Recognition Jun-chen Yu Zhongpeng Cai Renda Li Gongpeng Zhao Guochen Xie Jichao Zhu Wangyuan Zhu CVBM 58 11 0 15 Mar 2023
InPL: Pseudo-labeling the Inliers First for Imbalanced Semi-supervised Learning Zhuliang Yu Yin Li Yong Jae Lee 27 10 0 13 Mar 2023
DPPMask: Masked Image Modeling with Determinantal Point Processes Junde Xu Zikai Lin Donghao Zhou Yao-Cheng Yang Xiangyun Liao Bian Wu Guangyong Chen Pheng-Ann Heng 31 1 0 13 Mar 2023
CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention Wenxiao Wang Wei Chen Qibo Qiu Long Chen Boxi Wu Binbin Lin Xiaofei He Wei Liu 35 39 0 13 Mar 2023
DNN-Alias: Deep Neural Network Protection Against Side-Channel Attacks via Layer Balancing Mahya Morid Ahmadi Lilas Alrahis Ozgur Sinanoglu Mohamed Bennai AAML 28 7 0 12 Mar 2023
Improving Masked Autoencoders by Learning Where to Mask Haijia Chen Wendong Zhang Yunbo Wang Xiaokang Yang SSL 20 20 0 12 Mar 2023
LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection Phi Vu Tran ObjD 28 2 0 10 Mar 2023
Kernel Regression with Infinite-Width Neural Networks on Millions of Examples Ben Adlam Jaehoon Lee Shreyas Padhy Zachary Nado Jasper Snoek 26 11 0 09 Mar 2023
Masked Image Modeling with Local Multi-Scale Reconstruction Haoqing Wang Yehui Tang Yunhe Wang Jianyuan Guo Zhiwei Deng Kai Han 64 46 0 09 Mar 2023
Semi-Supervised 2D Human Pose Estimation Driven by Position Inconsistency Pseudo Label Correction Module Linzhi Huang Yulong Li Hongbo Tian Yue Yang Xiangang Li Weihong Deng Jieping Ye 23 11 0 08 Mar 2023
FFT-based Dynamic Token Mixer for Vision Yuki Tatsunami Masato Taki 50 20 0 07 Mar 2023
GaussianMLR: Learning Implicit Class Significance via Calibrated Multi-Label Ranking V. B. Yesilkaynak Emine Dari Alican Mertan Gözde B. Ünal 27 0 0 07 Mar 2023
MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors Chen Huang Hanlin Goh Jiatao Gu J. Susskind SSL OOD 65 6 0 07 Mar 2023
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks Jierun Chen Shiu-hong Kao Hao He Weipeng Zhuo Song Wen Chul-Ho Lee Shueng-Han Gary Chan OOD 40 789 0 07 Mar 2023
Prismer: A Vision-Language Model with Multi-Task Experts Shikun Liu Linxi Fan Edward Johns Zhiding Yu Chaowei Xiao Anima Anandkumar VLM MLLM 49 21 0 04 Mar 2023
PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling Yuan Liu Songyang Zhang Jiacheng Chen Kai-xiang Chen Dahua Lin 75 28 0 04 Mar 2023
Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization Xingxuan Zhang Renzhe Xu Han Yu Hao Zou Peng Cui 29 39 0 03 Mar 2023
Unproportional mosaicing Vojtech Molek P. Hurtík Pavel Vlasánek D. Adamczyk 29 1 0 03 Mar 2023
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models Naman D. Singh Francesco Croce Matthias Hein OOD 50 62 0 03 Mar 2023
Dropout Reduces Underfitting Zhuang Liu Zhi-Qin John Xu Joseph Jin Zhiqiang Shen Trevor Darrell 50 36 0 02 Mar 2023
RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training Zheng Yuan Qiao Jin Chuanqi Tan Zhengyun Zhao Hongyi Yuan Fei Huang Songfang Huang 57 27 0 01 Mar 2023
DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks Samyak Jain Sravanti Addepalli P. Sahu Priyam Dey R. Venkatesh Babu MoMe OOD 50 20 0 28 Feb 2023
Improving Model Generalization by On-manifold Adversarial Augmentation in the Frequency Domain Chang-rui Liu Wenzhao Xiang Yuan He H. Xue Shibao Zheng Hang Su 42 3 0 28 Feb 2023
A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking Chang-Shu Liu Yinpeng Dong Wenzhao Xiang Xiaohu Yang Hang Su Junyi Zhu YueFeng Chen Yuan He H. Xue Shibao Zheng OOD VLM AAML 40 75 0 28 Feb 2023
Analyzing Populations of Neural Networks via Dynamical Model Embedding Jordan S. Cotler Kai Sheng Tai Felipe Hernández Blake Elias David Sussillo 22 4 0 27 Feb 2023
Knowledge Restore and Transfer for Multi-label Class-Incremental Learning Songlin Dong Haoyu Luo Yuhang He Xing Wei Yihong Gong KELM CLL 37 7 0 26 Feb 2023
Inducing Neural Collapse in Deep Long-tailed Learning Xuantong Liu Jianfeng Zhang Tianyang Hu He Cao Lujia Pan Yuan Yao 27 28 0 24 Feb 2023
Out-of-Domain Robustness via Targeted Augmentations Irena Gao Shiori Sagawa Pang Wei Koh Tatsunori Hashimoto Percy Liang OODD OOD 35 22 0 23 Feb 2023