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
Boosting Model Resilience via Implicit Adversarial Data Augmentation Xiaoling Zhou Wei Ye Zhemg Lee Rui Xie Shi-Bo Zhang 28 1 0 25 Apr 2024
Improving Multi-label Recognition using Class Co-Occurrence Probabilities Samyak Rawlekar Shubhang Bhatnagar Vishnuvardhan Pogunulu Srinivasulu Narendra Ahuja VLM 34 5 0 24 Apr 2024
DVF: Advancing Robust and Accurate Fine-Grained Image Retrieval with Retrieval Guidelines Xin Jiang Hao Tang Rui Yan Jinhui Tang Zechao Li 42 3 0 24 Apr 2024
Ada-DF: An Adaptive Label Distribution Fusion Network For Facial Expression Recognition Shu Liu Yan Xu Tongming Wan Xiaoyan Kui 29 0 0 24 Apr 2024
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations Sibei Chen Yeye He Weiwei Cui Ju Fan Song Ge Haidong Zhang Dongmei Zhang Surajit Chaudhuri LMTD 47 6 0 19 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 41 1 0 18 Apr 2024
GEOBIND: Binding Text, Image, and Audio through Satellite Images A. Dhakal Subash Khanal S. Sastry Adeel Ahmad Nathan Jacobs 30 2 0 17 Apr 2024
Simple In-place Data Augmentation for Surveillance Object Detection Munkh-Erdene Otgonbold Ganzorig Batnasan Munkhjargal Gochoo 39 0 0 17 Apr 2024
GhostNetV3: Exploring the Training Strategies for Compact Models Zhenhua Liu Zhiwei Hao Kai Han Yehui Tang Yunhe Wang 24 16 0 17 Apr 2024
Supervised Contrastive Vision Transformer for Breast Histopathological Image Classification Mohammad Shiri Monalika Padma Reddy Jiangwen Sun MedIm 18 5 0 17 Apr 2024
InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification Qi Han Zhibo Tian Chengwei Xia Kun Zhan SSL 24 5 0 17 Apr 2024
A Concise Tiling Strategy for Preserving Spatial Context in Earth Observation Imagery Ellianna Abrahams Tasha Snow Matthew R. Siegfried Fernando Pérez 26 1 0 16 Apr 2024
MobileNetV4 - Universal Models for the Mobile Ecosystem Danfeng Qin Chas Leichner M. Delakis Marco Fornoni Shixin Luo ... Berkin Akin Vaibhav Aggarwal Tenghui Zhu Daniele Moro Andrew G. Howard MQ 28 86 0 16 Apr 2024
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search Jintao Sun Zhedong Zheng Gangyi Ding Gangyi Ding 37 7 0 16 Apr 2024
Cross-Modal Self-Training: Aligning Images and Pointclouds to Learn Classification without Labels Amaya Dharmasiri Muzammal Naseer Salman Khan Fahad Shahbaz Khan VLM 3DPC 41 1 0 15 Apr 2024
Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes Ivica Obadic Alex Levering Lars Pennig Dario Augusto Borges Oliveira Diego Marcos Xiaoxiang Zhu 43 0 0 15 Apr 2024
Incremental Self-training for Semi-supervised Learning Member Ieee Jifeng Guo Zhulin Liu Senior Member Ieee Tong Zhang F. I. C. L. Philip Chen CLL 33 3 0 14 Apr 2024
Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies Zichao Li Cihang Xie E. D. Cubuk CLIP 34 8 0 12 Apr 2024
Adapting LLaMA Decoder to Vision Transformer Jiahao Wang Wenqi Shao Mengzhao Chen Chengyue Wu Yong Liu Taiqiang Wu Kaipeng Zhang Songyang Zhang Kai-xiang Chen Ping Luo MLLM 38 4 0 10 Apr 2024
Neural Optimizer Equation, Decay Function, and Learning Rate Schedule Joint Evolution Brandon Morgan Dean Frederick Hougen ODL 23 0 0 10 Apr 2024
Evolving Loss Functions for Specific Image Augmentation Techniques Brandon Morgan Dean Frederick Hougen 30 0 0 09 Apr 2024
TIM: A Time Interval Machine for Audio-Visual Action Recognition Jacob Chalk Jaesung Huh Evangelos Kazakos Andrew Zisserman Dima Damen 33 9 0 08 Apr 2024
SDFR: Synthetic Data for Face Recognition Competition Hatef Otroshi-Shahreza Christophe Ecabert Anjith George A. Unnervik S´ebastien Marcel ... R. Vera-Rodríguez Gianpaolo Perelli G. Orrú G. L. Marcialis Julian Fierrez 30 19 0 06 Apr 2024
DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models Khawar Islam Muhammad Zaigham Zaheer Arif Mahmood Karthik Nandakumar DiffM 37 27 0 05 Apr 2024
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces Andrea Atzori Fadi Boutros Naser Damer Gianni Fenu Mirko Marras 32 4 0 04 Apr 2024
FACTUAL: A Novel Framework for Contrastive Learning Based Robust SAR Image Classification Xu Wang Tian Ye Rajgopal Kannan Viktor Prasanna AAML 35 1 0 04 Apr 2024
Semantic Augmentation in Images using Language Sahiti Yerramilli Jayant Sravan Tamarapalli Tanmay Girish Kulkarni Jonathan M Francis Eric Nyberg VLM DiffM 29 0 0 02 Apr 2024
SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation V. Srivastav Keqi Chen N. Padoy 25 8 0 02 Apr 2024
Joint-Task Regularization for Partially Labeled Multi-Task Learning Kento Nishi Junsik Kim Wanhua Li Hanspeter Pfister 40 0 0 02 Apr 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning Hongwei Zheng Linyuan Zhou Han Li Jinming Su Xiaoming Wei Xiaoming Xu 29 4 0 01 Apr 2024
Structured Initialization for Attention in Vision Transformers Jianqiao Zheng Xueqian Li Simon Lucey ViT 21 1 0 01 Apr 2024
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning Rongjie Li Yu Wu Xuming He MLLM LRM VLM 21 2 0 01 Apr 2024
CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series Tien-Yu Chang Hao Dai Vincent S. Tseng AI4TS 27 0 0 01 Apr 2024
SpiralMLP: A Lightweight Vision MLP Architecture Haojie Mu Burhan Ul Tayyab Nicholas Chua 43 0 0 31 Mar 2024
DailyMAE: Towards Pretraining Masked Autoencoders in One Day Jiantao Wu Shentong Mo Sara Atito Zhenhua Feng Josef Kittler Muhammad Awais 35 3 0 31 Mar 2024
Revisiting Random Weight Perturbation for Efficiently Improving Generalization Tao Li Qinghua Tao Weihao Yan Zehao Lei Yingwen Wu Kun Fang M. He Xiaolin Huang AAML 37 5 0 30 Mar 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection Ali Behrouz Michele Santacatterina Ramin Zabih 44 31 0 29 Mar 2024
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs Donghyun Kim Byeongho Heo Dongyoon Han 42 14 0 28 Mar 2024
Model Stock: All we need is just a few fine-tuned models Dong-Hwan Jang Sangdoo Yun Dongyoon Han OODD MoMe 27 38 0 28 Mar 2024
OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning Noor Ahmed Anna Kukleva Bernt Schiele CLL 32 12 0 27 Mar 2024
A Channel-ensemble Approach: Unbiased and Low-variance Pseudo-labels is Critical for Semi-supervised Classification Jiaqi Wu Junbiao Pang Baochang Zhang Qingming Huang 30 2 0 27 Mar 2024
ViTAR: Vision Transformer with Any Resolution Qihang Fan Quanzeng You Xiaotian Han Yongfei Liu Yunzhe Tao Huaibo Huang Ran He Hongxia Yang ViT 37 14 0 27 Mar 2024
Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation Ba-Hung Ngo Nhat-Tuong Do-Tran Tuan-Ngoc Nguyen Hae-Gon Jeon Tae Jong Choi 32 5 0 27 Mar 2024
A Personalized Video-Based Hand Taxonomy: Application for Individuals with Spinal Cord Injury Mehdy Dousty David J. Fleet José Zariffa 16 0 0 26 Mar 2024
Towards Explaining Hypercomplex Neural Networks Eleonora Lopez Eleonora Grassucci D. Capriotti Danilo Comminiello 40 3 0 26 Mar 2024
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition Chenhongyi Yang Zehui Chen Miguel Espinosa Linus Ericsson Zhenyu Wang Jiaming Liu Elliot J. Crowley Mamba 36 86 0 26 Mar 2024
QKFormer: Hierarchical Spiking Transformer using Q-K Attention Chenlin Zhou Han Zhang Zhaokun Zhou Liutao Yu Liwei Huang Xiaopeng Fan Liuliang Yuan Zhengyu Ma Huihui Zhou Yonghong Tian 47 14 0 25 Mar 2024
SM2C: Boost the Semi-supervised Segmentation for Medical Image by using Meta Pseudo Labels and Mixed Images Yifei Wang Chuhong Zhu 24 0 0 24 Mar 2024
Centered Masking for Language-Image Pre-Training Mingliang Liang Martha Larson VLM CLIP 25 4 0 23 Mar 2024
Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization Khiem Le-Huy Long Ho Cuong D. Do Danh Le-Phuoc Kok-Seng Wong OOD FedML 37 3 0 22 Mar 2024