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
Efficient Activation Function Optimization through Surrogate Modeling G. Bingham Risto Miikkulainen 24 2 0 13 Jan 2023
SemPPL: Predicting pseudo-labels for better contrastive representations Matko Bovsnjak Pierre Harvey Richemond Nenad Tomašev Florian Strub Jacob Walker Felix Hill Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL VLM 51 9 0 12 Jan 2023
HADA: A Graph-based Amalgamation Framework in Image-text Retrieval Manh-Duy Nguyen Binh T. Nguyen C. Gurrin VLM 28 4 0 11 Jan 2023
Does progress on ImageNet transfer to real-world datasets? Alex Fang Simon Kornblith Ludwig Schmidt VLM 39 34 0 11 Jan 2023
Semi-Supervised Learning with Pseudo-Negative Labels for Image Classification Hao Xu Hui Xiao Huazheng Hao Li Dong Xiaojie Qiu Chengbin Peng VLM SSL 16 22 0 10 Jan 2023
Automatically Prepare Training Data for YOLO Using Robotic In-Hand Observation and Synthesis Hao Chen Weiwei Wan Masaki Matsushita Takeyuki Kotaka Kensuke Harada 40 7 0 04 Jan 2023
Ego-Only: Egocentric Action Detection without Exocentric Transferring Huiyu Wang Mitesh Singh Lorenzo Torresani EgoV 77 24 0 03 Jan 2023
I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation Haoyu Ma Xiangru Lin Yizhou Yu 147 14 0 03 Jan 2023
Rethinking Mobile Block for Efficient Attention-based Models Jiangning Zhang Xiangtai Li Jian Li Liang Liu Zhucun Xue Boshen Zhang Zhe Jiang Tianxin Huang Yabiao Wang Chengjie Wang MQ 49 91 0 03 Jan 2023
ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders Sanghyun Woo Shoubhik Debnath Ronghang Hu Xinlei Chen Zhuang Liu In So Kweon Saining Xie SyDa 103 729 0 02 Jan 2023
Learning Multimodal Data Augmentation in Feature Space Zichang Liu Zhiqiang Tang Xingjian Shi Aston Zhang Mu Li Anshumali Shrivastava A. Wilson 42 19 0 29 Dec 2022
BagFormer: Better Cross-Modal Retrieval via bag-wise interaction Haowen Hou Xiaopeng Yan Yigeng Zhang Fengzong Lian Zhanhui Kang BDL 32 0 0 29 Dec 2022
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons Yixing Xu Xinghao Chen Yunhe Wang MQ 27 8 0 29 Dec 2022
OVO: One-shot Vision Transformer Search with Online distillation Zimian Wei H. Pan Xin-Yi Niu Dongsheng Li ViT 34 1 0 28 Dec 2022
Building Segmentation on Satellite Images and Performance of Post-Processing Methods Metehan Yalçin A. Kındıroglu F. Bagci Ufuk Uyan Mahiye Uluyagmur Öztürk 30 1 0 28 Dec 2022
Self Meta Pseudo Labels: Meta Pseudo Labels Without The Teacher Kei-Sing Ng Qingchen Wang VLM 21 1 0 27 Dec 2022
A Generalization of ViT/MLP-Mixer to Graphs Xiaoxin He Bryan Hooi T. Laurent Adam Perold Yann LeCun Xavier Bresson 49 88 0 27 Dec 2022
SMMix: Self-Motivated Image Mixing for Vision Transformers Yonghong Tian Mingbao Lin Zhihang Lin Yuxin Zhang Rongrong Ji Rongrong Ji 55 10 0 26 Dec 2022
Image Classification with Small Datasets: Overview and Benchmark Lorenzo Brigato Björn Barz Luca Iocchi Joachim Denzler VLM 30 17 0 23 Dec 2022
Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators Jianhao Yuan Francesco Pinto Adam Davies Philip Torr DiffM 29 12 0 21 Dec 2022
Land Cover and Land Use Detection using Semi-Supervised Learning Fahmida Tasnim Lisa Md. Zarif Hossain Sharmin Naj Mou Shahriar Ivan M. H. Kabir 30 1 0 21 Dec 2022
What Makes for Good Tokenizers in Vision Transformer? Shengju Qian Yi Zhu Wenbo Li Mu Li Jiaya Jia ViT 37 14 0 21 Dec 2022
Unleashing the Power of Visual Prompting At the Pixel Level Junyang Wu Xianhang Li Chen Wei Huiyu Wang Alan Yuille Yuyin Zhou Cihang Xie VPVLM VLM 34 31 0 20 Dec 2022
RangeAugment: Efficient Online Augmentation with Range Learning Sachin Mehta Saeid Naderiparizi Fartash Faghri Maxwell Horton Lailin Chen Ali Farhadi Oncel Tuzel Mohammad Rastegari 26 6 0 20 Dec 2022
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras Simone Klenk David Bonello Lukas Koestler Nikita Araslanov Daniel Cremers 34 23 0 20 Dec 2022
Flareon: Stealthy any2any Backdoor Injection via Poisoned Augmentation Tianrui Qin Xianghuan He Xitong Gao Yiren Zhao Kejiang Ye Chengjie Xu AAML 30 2 0 20 Dec 2022
Position-guided Text Prompt for Vision-Language Pre-training Alex Jinpeng Wang Pan Zhou Mike Zheng Shou Shuicheng Yan VLM 24 37 0 19 Dec 2022
Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint Borui Zhang Wenzhao Zheng Jie Zhou Jiwen Lu AAML 30 7 0 18 Dec 2022
Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification Ming-Chang Chiu Pin-Yu Chen Xuezhe Ma 36 6 0 16 Dec 2022
From Xception to NEXcepTion: New Design Decisions and Neural Architecture Search Hadar Shavit Filip Jatelnicki Pol Mor-Puigventós W. Kowalczyk 31 2 0 16 Dec 2022
A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications Tara Pattilachan Ugur Demir Elif Keles Debesh Jha D. Klatte M. Engels S. Hoogenboom C. Bolan Michael B. Wallace Ulas Bagci MedIm 18 2 0 14 Dec 2022
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation Chenhongyi Yang Jiarui Xu Shalini De Mello Elliot J. Crowley Xinyu Wang ViT 45 21 0 13 Dec 2022
Boosting Semi-Supervised Learning with Contrastive Complementary Labeling Qinyi Deng Yong Guo Zhibang Yang Haolin Pan Jian Chen 37 10 0 13 Dec 2022
FastMIM: Expediting Masked Image Modeling Pre-training for Vision Jianyuan Guo Kai Han Han Wu Yehui Tang Yunhe Wang Chang Xu 36 9 0 13 Dec 2022
CLIP Itself is a Strong Fine-tuner: Achieving 85.7% and 88.0% Top-1 Accuracy with ViT-B and ViT-L on ImageNet Xiaoyi Dong Jianmin Bao Ting Zhang Dongdong Chen Shuyang Gu Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu CLIP 22 35 0 12 Dec 2022
Accelerating Self-Supervised Learning via Efficient Training Strategies Mustafa Taha Koccyiugit Timothy M. Hospedales Hakan Bilen SSL 10 8 0 11 Dec 2022
SEPT: Towards Scalable and Efficient Visual Pre-Training Yiqi Lin Huabin Zheng Huaping Zhong Jinjing Zhu Weijia Li Conghui He Lin Wang 38 2 0 11 Dec 2022
Uniform Masking Prevails in Vision-Language Pretraining Siddharth Verma Yuchen Lu Rui Hou Hanchao Yu Nicolas Ballas Madian Khabsa Amjad Almahairi VLM 21 0 0 10 Dec 2022
VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners Shen Yan Tao Zhu Zirui Wang Yuan Cao Mi Zhang Soham Ghosh Yonghui Wu Jiahui Yu VLM VGen 34 46 0 09 Dec 2022
Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation Zhen Zhao Lihe Yang Sifan Long Jimin Pi Luping Zhou Jingdong Wang 45 73 0 09 Dec 2022
Spurious Features Everywhere -- Large-Scale Detection of Harmful Spurious Features in ImageNet Yannic Neuhaus Maximilian Augustin Valentyn Boreiko Matthias Hein AAML 36 30 0 09 Dec 2022
Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning Rui Wang Dongdong Chen Zuxuan Wu Yinpeng Chen Xiyang Dai Mengchen Liu Lu Yuan Yu-Gang Jiang VGen 32 87 0 08 Dec 2022
OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models Jinze Bai Rui Men Han Yang Xuancheng Ren Kai Dang ... Wenhang Ge Jianxin Ma Junyang Lin Jingren Zhou Chang Zhou 37 15 0 08 Dec 2022
Latent Graph Representations for Critical View of Safety Assessment Aditya Murali Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter N. Padoy MedIm 26 19 0 08 Dec 2022
Teaching Matters: Investigating the Role of Supervision in Vision Transformers Matthew Walmer Saksham Suri Kamal Gupta Abhinav Shrivastava 38 33 0 07 Dec 2022
Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning A. Piergiovanni Weicheng Kuo A. Angelova ViT 40 54 0 06 Dec 2022
SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud Yan Wang Junbo Yin Wei Li P. Frossard Ruigang Yang Jianbing Shen 3DPC 41 45 0 06 Dec 2022
Rethinking Backdoor Data Poisoning Attacks in the Context of Semi-Supervised Learning Marissa Connor Vincent Emanuele SILM AAML 33 1 0 05 Dec 2022
Minimum Class Confusion based Transfer for Land Cover Segmentation in Rural and Urban Regions Metehan Yalçin A. Kındıroglu F. Bagci Ufuk Uyan Mahiye Uluyagmur Öztürk 8 2 0 05 Dec 2022
Learning Imbalanced Data with Vision Transformers Zhengzhuo Xu R. Liu Shuo Yang Zenghao Chai Chun Yuan 42 33 0 05 Dec 2022