v1v2 (latest)

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
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation Moon Ye-Bin Jisoo Kim Hong-Kyu Kim Kilho Son Tae-Hyun Oh 77 9 0 27 Jul 2023
Towards Generalist Biomedical AI Tao Tu Shekoofeh Azizi Danny Driess M. Schaekermann Mohamed Amin ... Yossi Matias K. Singhal Peter R. Florence Alan Karthikesalingam Vivek Natarajan LM&MA MedIm AI4MH 111 277 0 26 Jul 2023
Regularizing Neural Networks with Meta-Learning Generative Models Shin'ya Yamaguchi Daiki Chijiwa Sekitoshi Kanai Atsutoshi Kumagai H. Kashima 77 5 0 26 Jul 2023
Multi-Granularity Prediction with Learnable Fusion for Scene Text Recognition Cheng Da Peng Wang Cong Yao 50 9 0 25 Jul 2023
Automatic Data Augmentation Learning using Bilevel Optimization for Histopathological Images Saypraseuth Mounsaveng I. Laradji David Vázquez M. Pedersoli Ismail Ben Ayed OOD 50 1 0 21 Jul 2023
LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space L. Tronchin Minh H. Vu Paolo Soda Tommy Löfstedt 63 2 0 21 Jul 2023
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering Yijun Dong Kevin Miller Qiuyu Lei Rachel A. Ward 58 4 0 20 Jul 2023
A Holistic Assessment of the Reliability of Machine Learning Systems Anthony Corso David Karamadian Romeo Valentin Mary Cooper Mykel J. Kochenderfer 77 7 0 20 Jul 2023
Unsupervised Accuracy Estimation of Deep Visual Models using Domain-Adaptive Adversarial Perturbation without Source Samples JoonHo Lee J. Woo H. Moon Kwonho Lee 71 2 0 19 Jul 2023
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments Spyros Gidaris Andrei Bursuc Oriane Siméoni Antonín Vobecký N. Komodakis Matthieu Cord Patrick Pérez SSL ViT 52 3 0 18 Jul 2023
Human Action Recognition in Still Images Using ConViT Seyed Rohollah Hosseyni Sanaz Seyedin Hasan Taheri ViT 48 0 0 18 Jul 2023
Multi-Stage Cable Routing through Hierarchical Imitation Learning Jianlan Luo Charles Xu Xinyang Geng Gilbert Feng Kuan Fang L. Tan S. Schaal Sergey Levine 171 58 0 18 Jul 2023
Systematic comparison of semi-supervised and self-supervised learning for medical image classification Zhe Huang Ruijie Jiang Shuchin Aeron M. C. Hughes SSL OOD 95 7 0 18 Jul 2023
Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels Yae Jee Cho Gauri Joshi Dimitrios Dimitriadis FedML 66 4 0 17 Jul 2023
Scale-Aware Modulation Meet Transformer Wei-Shiang Lin Ziheng Wu Jiayu Chen Jun Huang Lianwen Jin MoE ViT 117 78 0 17 Jul 2023
BUS:Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization Chaoya Jiang Haiyang Xu Wei Ye Qinghao Ye Chenliang Li Mingshi Yan Bin Bi Shikun Zhang Fei Huang Songfang Huang VLM 52 9 0 17 Jul 2023
Image Captions are Natural Prompts for Text-to-Image Models Shiye Lei Hao Chen Senyang Zhang Bo Zhao Dacheng Tao VLM 109 23 0 17 Jul 2023
An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and Calibration Hiroki Naganuma Ryuichiro Hataya Kotaro Yoshida Ioannis Mitliagkas OODD 175 3 0 17 Jul 2023
Automated Polynomial Filter Learning for Graph Neural Networks Wendi Yu Zhichao Hou Xiaorui Liu 85 0 0 16 Jul 2023
Why Does Little Robustness Help? Understanding and Improving Adversarial Transferability from Surrogate Training Yechao Zhang Shengshan Hu Leo Yu Zhang Junyu Shi Minghui Li Xiaogeng Liu Wei Wan Hai Jin AAML 135 24 0 15 Jul 2023
PseudoCal: A Source-Free Approach to Unsupervised Uncertainty Calibration in Domain Adaptation Dapeng Hu Jian Liang Xinchao Wang Chuan-Sheng Foo 55 0 0 14 Jul 2023
Self-regulating Prompts: Foundational Model Adaptation without Forgetting Muhammad Uzair Khattak Syed Talal Wasim Muzammal Naseer Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan VLM 93 189 0 13 Jul 2023
Class Instance Balanced Learning for Long-Tailed Classification Marc-Antoine Lavoie Steven Waslander 100 0 0 11 Jul 2023
Masked Vision and Language Pre-training with Unimodal and Multimodal Contrastive Losses for Medical Visual Question Answering Pengfei Li Gang Liu Jinlong He Zixu Zhao Shenjun Zhong 53 37 0 11 Jul 2023
ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 114 18 0 11 Jul 2023
Unleashing the Potential of Regularization Strategies in Learning with Noisy Labels Hui-Sung Kang Sheng Liu Huaxi Huang Jun Yu Bo Han Dadong Wang Tongliang Liu NoLa 80 4 0 11 Jul 2023
Robust Feature Learning Against Noisy Labels Tsung-Ming Tai Yun-Jie Jhang Wen-Jyi Hwang NoLa 49 1 0 10 Jul 2023
End-to-End Supervised Multilabel Contrastive Learning A. Sajedi Samir Khaki Konstantinos N. Plataniotis Mahdi S. Hosseini SSL 64 8 0 08 Jul 2023
Universal Semi-supervised Model Adaptation via Collaborative Consistency Training Zizheng Yan Yushuang Wu Yipeng Qin Xiaoguang Han Shuguang Cui Guanbin Li 94 1 0 07 Jul 2023
Distilling Large Vision-Language Model with Out-of-Distribution Generalizability Xuanlin Li Yunhao Fang Minghua Liu Z. Ling Zhuowen Tu Haoran Su VLM 95 25 0 06 Jul 2023
Look, Remember and Reason: Grounded reasoning in videos with language models Apratim Bhattacharyya Sunny Panchal Mingu Lee Reza Pourreza Pulkit Madan Roland Memisevic LRM 105 7 0 30 Jun 2023
MedAugment: Universal Automatic Data Augmentation Plug-in for Medical Image Analysis Zhaoshan Liu Qiujie Lv Yifan Li Ziduo Yang Leizhao Shen MedIm 76 13 0 30 Jun 2023
NCL++: Nested Collaborative Learning for Long-Tailed Visual Recognition Zichang Tan Jun Yu Li Jinhao Du Jun Wan Zhen Lei Guodong Guo VLM 113 22 0 29 Jun 2023
BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models Phuoc-Hoan Charles Le Xinlin Li ViT MQ 87 21 0 29 Jun 2023
Prompt Ensemble Self-training for Open-Vocabulary Domain Adaptation Jiaxing Huang Jingyi Zhang Han Qiu Sheng Jin Shijian Lu VPVLM VLM 104 0 0 29 Jun 2023
ParameterNet: Parameters Are All You Need Kai Han Yunhe Wang Jianyuan Guo Enhua Wu VLM AI4CE 68 30 0 26 Jun 2023
NetBooster: Empowering Tiny Deep Learning By Standing on the Shoulders of Deep Giants Zhongzhi Yu Y. Fu Jiayi Yuan Haoran You Yingyan Lin 124 1 0 23 Jun 2023
Manifold Contrastive Learning with Variational Lie Group Operators Kion Fallah Alec Helbling Kyle A. Johnsen Christopher Rozell SSL DRL 81 1 0 23 Jun 2023
AugDMC: Data Augmentation Guided Deep Multiple Clustering Jiawei Yao Enbei Liu Maham Rashid Juhua Hu 72 10 0 22 Jun 2023
Quantizable Transformers: Removing Outliers by Helping Attention Heads Do Nothing Yelysei Bondarenko Markus Nagel Tijmen Blankevoort MQ 115 93 0 22 Jun 2023
End-to-End Augmentation Hyperparameter Tuning for Self-Supervised Anomaly Detection Jaemin Yoo Lingxiao Zhao Leman Akoglu 106 4 0 21 Jun 2023
Dynamic Perceiver for Efficient Visual Recognition Yizeng Han Dongchen Han Zeyu Liu Yulin Wang Xuran Pan Yifan Pu Chaorui Deng Junlan Feng S. Song Gao Huang 108 30 0 20 Jun 2023
RaViTT: Random Vision Transformer Tokens Felipe A. Quezada Carlos F. Navarro Cristian Muñoz Manuel Zamorano Jorge Jara-Wilde Violeta Chang C. Navarro Mauricio Cerda ViT 49 1 0 19 Jun 2023
Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction:A Multi-Dataset Study Rushuang Zhou Lei Lu Zijun Liu Ting Xiang Zhen Liang David Clifton Yining Dong Yuanyuan Zhang 84 10 0 18 Jun 2023
SLACK: Stable Learning of Augmentations with Cold-start and KL regularization Juliette Marrie Michael Arbel Diane Larlus Julien Mairal OffRL 89 4 0 16 Jun 2023
Iterative self-transfer learning: A general methodology for response time-history prediction based on small dataset Yongjia Xu Xinzheng Lu Yifan Fei Yuli Huang AI4TS AI4CE 28 15 0 14 Jun 2023
Unraveling the ARC Puzzle: Mimicking Human Solutions with Object-Centric Decision Transformer Jaehyun Park Jaegyun Im Sanha Hwang Mintaek Lim Sabina Ualibekova Sejin Kim Sundong Kim AI4CE 65 13 0 14 Jun 2023
Generating Images with 3D Annotations Using Diffusion Models Wufei Ma Qihao Liu Jiahao Wang Angtian Wang Xiaoding Yuan ... Ruxiao Duan Yongrui Qi Adam Kortylewski Yaoyao Liu Alan Yuille DiffM 86 5 0 13 Jun 2023
Lookaround Optimizer: $k$ steps around, 1 step average Jiangtao Zhang Shunyu Liu Mingli Song Tongtian Zhu Zhenxing Xu Mingli Song MoMe 94 6 0 13 Jun 2023
Fill-Up: Balancing Long-Tailed Data with Generative Models Joonghyuk Shin Minguk Kang Jaesik Park 109 33 0 12 Jun 2023