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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
Supervised Contrastive Vision Transformer for Breast Histopathological Image Classification Mohammad Shiri Monalika Padma Reddy Jiangwen Sun MedIm 40 6 0 17 Apr 2024
InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification Qi Han Zhibo Tian Chengwei Xia Kun Zhan SSL 81 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 66 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 109 121 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 108 8 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 63 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 65 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 74 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 60 9 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 85 4 0 10 Apr 2024
Neural Optimizer Equation, Decay Function, and Learning Rate Schedule Joint Evolution Brandon Morgan Dean Frederick Hougen ODL 85 0 0 10 Apr 2024
Evolving Loss Functions for Specific Image Augmentation Techniques Brandon Morgan Dean Frederick Hougen 110 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 97 13 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 98 21 0 06 Apr 2024
DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models Khawar Islam Muhammad Zaigham Zaheer Arif Mahmood Karthik Nandakumar DiffM 75 39 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 79 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 69 2 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 52 0 0 02 Apr 2024
SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation V. Srivastav Keqi Chen N. Padoy 79 8 0 02 Apr 2024
Joint-Task Regularization for Partially Labeled Multi-Task Learning Kento Nishi Junsik Kim Wanhua Li Hanspeter Pfister 107 2 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 78 5 0 01 Apr 2024
Structured Initialization for Attention in Vision Transformers Jianqiao Zheng Xueqian Li Simon Lucey ViT 66 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 35 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 64 0 0 01 Apr 2024
SpiralMLP: A Lightweight Vision MLP Architecture Haojie Mu Burhan Ul Tayyab Nicholas Chua 81 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 82 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 Mingzhen He Xiaolin Huang AAML 103 6 0 30 Mar 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection Ali Behrouz Michele Santacatterina Ramin Zabih 124 33 0 29 Mar 2024
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs Donghyun Kim Byeongho Heo Dongyoon Han 85 17 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 103 45 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 100 14 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 60 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 90 16 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 60 8 0 27 Mar 2024
A Personalized Video-Based Hand Taxonomy: Application for Individuals with Spinal Cord Injury Mehdy Dousty David J. Fleet José Zariffa 102 0 0 26 Mar 2024
Towards Explaining Hypercomplex Neural Networks Eleonora Lopez Eleonora Grassucci D. Capriotti Danilo Comminiello 98 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 119 99 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 110 18 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 85 0 0 24 Mar 2024
Centered Masking for Language-Image Pre-Training Mingliang Liang Martha Larson VLM CLIP 55 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 99 4 0 22 Mar 2024
Do not trust what you trust: Miscalibration in Semi-supervised Learning Shambhavi Mishra Balamurali Murugesan Ismail Ben Ayed M. Pedersoli Jose Dolz 70 2 0 22 Mar 2024
Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion S. Casarin C. Ugwu Sergio Escalera Oswald Lanz 91 0 0 22 Mar 2024
ParFormer: Vision Transformer Baseline with Parallel Local Global Token Mixer and Convolution Attention Patch Embedding Novendra Setyawan Ghufron Wahyu Kurniawan Chi-Chia Sun Jun-Wei Hsieh Hui-Kai Su W. Kuo ViT MoE 86 0 0 22 Mar 2024
Controlled Training Data Generation with Diffusion Models Teresa Yeo Andrei Atanov Harold Benoit Aleksandr Alekseev Ruchira Ray Pooya Esmaeil Akhoondi Amir Zamir 107 6 0 22 Mar 2024
KeyPoint Relative Position Encoding for Face Recognition Minchul Kim Yiyang Su Feng Liu Anil Jain Xiaoming Liu CVBM 88 10 0 21 Mar 2024
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Di Wang Jing Zhang Minqiang Xu Lin Liu Dongsheng Wang ... Chengxi Han Haonan Guo Bo Du Dacheng Tao Lefei Zhang 78 52 0 20 Mar 2024
FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image Analysis Santosh Sanjeev Nuren Zhaksylyk Ibrahim Almakky Anees Ur Rehman Hashmi Mohammad Areeb Qazi Mohammad Yaqub 133 3 0 20 Mar 2024
DreamDA: Generative Data Augmentation with Diffusion Models Yunxiang Fu Chaoqi Chen Yu Qiao Yizhou Yu VLM DiffM 87 16 0 19 Mar 2024
Bilevel Hypergraph Networks for Multi-Modal Alzheimer's Diagnosis Angelica I. Aviles-Rivero Chun-Wun Cheng Zhongying Deng Zoe Kourtzi Carola-Bibiane Schönlieb 45 0 0 19 Mar 2024