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 / 1,998 papers shown

Title
Characterizing Model Robustness via Natural Input Gradients Adrian Rodriguez-Munoz Tongzhou Wang Antonio Torralba AAML 33 1 0 30 Sep 2024
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery Haonan Lin Wenbin An Jiahao Wang Yan Chen Feng Tian Mengmeng Wang Guang Dai Qianying Wang Jingdong Wang 34 2 0 29 Sep 2024
Towards the Mitigation of Confirmation Bias in Semi-supervised Learning: a Debiased Training Perspective Yu Wang Yuxuan Yin Peng Li 23 0 0 26 Sep 2024
Visual Data Diagnosis and Debiasing with Concept Graphs Rwiddhi Chakraborty Yinong Wang Jialu Gao Runkai Zheng Cheng Zhang Fernando De la Torre 30 2 0 26 Sep 2024
Harnessing Shared Relations via Multimodal Mixup Contrastive Learning for Multimodal Classification Raja Kumar Raghav Singhal Pranamya Kulkarni Deval Mehta Kshitij Jadhav 18 0 0 26 Sep 2024
Text Image Generation for Low-Resource Languages with Dual Translation Learning Chihiro Noguchi Shun Fukuda Shoichiro Mihara Masao Yamanaka DiffM 26 0 0 26 Sep 2024
DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling Kyuheon Jung Yongdeuk Seo Seongwoo Cho Jaeyoung Kim Hyun-seok Min Sungchul Choi 26 0 0 25 Sep 2024
3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth Estimation Yi Gu Y. Otake Keisuke Uemura Masaki Takao Mazen Soufi S. Okada Nobuhiko Sugano Hugues Talbot Yoshinobu Sato 26 2 0 25 Sep 2024
ManiNeg: Manifestation-guided Multimodal Pretraining for Mammography Classification Xujun Li Xin Wei Jing Jiang Danxiang Chen Wei Zhang Jinpeng Li 33 0 0 24 Sep 2024
ViKL: A Mammography Interpretation Framework via Multimodal Aggregation of Visual-knowledge-linguistic Features Xin Wei Yaling Tao Changde Du Gangming Zhao Yizhou Yu Jinpeng Li 33 0 0 24 Sep 2024
Revisiting Video Quality Assessment from the Perspective of Generalization Xinli Yue Jianhui Sun Liangchao Yao Fan Xia Yuetang Deng ... Lei Li Fengyun Rao Jing Lv Qian Wang Lingchen Zhao MoMe 23 0 0 23 Sep 2024
OStr-DARTS: Differentiable Neural Architecture Search based on Operation Strength Le Yang Ziwei Zheng Yizeng Han Shiji Song Gao Huang Fan Li 21 1 0 22 Sep 2024
VL-Reader: Vision and Language Reconstructor is an Effective Scene Text Recognizer Humen Zhong Zhibo Yang Zhaohai Li Peng Wang Jun Tang Wenqing Cheng Cong Yao 21 1 0 18 Sep 2024
Kolmogorov-Arnold Transformer Xingyi Yang Xinchao Wang 39 15 0 16 Sep 2024
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Amin Karimi Monsefi Mengxi Zhou Nastaran Karimi Monsefi Ser-Nam Lim Wei-Lun Chao R. Ramnath 38 1 0 16 Sep 2024
Exploiting Supervised Poison Vulnerability to Strengthen Self-Supervised Defense Jeremy A. Styborski Mingzhi Lyu Y. Huang Adams Kong 34 0 0 13 Sep 2024
Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations Samyak Rawlekar Shubhang Bhatnagar Narendra Ahuja VLM 31 1 0 12 Sep 2024
Control+Shift: Generating Controllable Distribution Shifts Roy Friedman Rhea Chowers 39 0 0 12 Sep 2024
A Unified Contrastive Loss for Self-Training Aurélien Gauffre Julien Horvat Massih-Reza Amini SSL 31 0 0 11 Sep 2024
Data Collection-free Masked Video Modeling Yuchi Ishikawa Masayoshi Kondo Yoshimitsu Aoki ViT 19 1 0 10 Sep 2024
Semi-Supervised 3D Object Detection with Channel Augmentation using Transformation Equivariance Minju Kang Taehun Kong Tae-Kyun Kim 3DPC 21 0 0 10 Sep 2024
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification Suorong Yang F. Shen Jian Zhao AAML 29 1 0 10 Sep 2024
FreeAugment: Data Augmentation Search Across All Degrees of Freedom Tom Bekor Niv Nayman Lihi Zelnik-Manor ViT 44 0 0 07 Sep 2024
Efficient Training of Large Vision Models via Advanced Automated Progressive Learning Changlin Li Jiawei Zhang Sihao Lin Zongxin Yang Junwei Liang Xiaodan Liang Xiaojun Chang VLM 21 0 0 06 Sep 2024
PEPL: Precision-Enhanced Pseudo-Labeling for Fine-Grained Image Classification in Semi-Supervised Learning Bowen Tian Songning Lai Lujundong Li Zhihao Shuai Runwei Guan Tian Wu Yutao Yue VLM 27 0 0 05 Sep 2024
Onboard Satellite Image Classification for Earth Observation: A Comparative Study of ViT Models Thanh-Dung Le Vu Nguyen Ha T. Nguyen G. Eappen P. Thiruvasagam ... J. L. González-Rios Luis M. Garces-Socarras Symeon Chatzinotas Juan Carlos Merlano-Duncan Symeon Chatzinotas 31 4 0 05 Sep 2024
Enhancing Fine-Grained Visual Recognition in the Low-Data Regime Through Feature Magnitude Regularization Avraham Chapman Haiming Xu Lingqiao Liu 31 0 0 03 Sep 2024
Dreaming is All You Need Mingze Ni Wei Liu 33 0 0 03 Sep 2024
Phantom: Untargeted Poisoning Attacks on Semi-Supervised Learning (Full Version) Jonathan Knauer Phillip Rieger Hossein Fereidooni A. Sadeghi AAML 24 0 0 02 Sep 2024
Data Augmentation for Image Classification using Generative AI Fazle Rahat M Shifat Hossain Md Rubel Ahmed Sumit Kumar Jha Rickard Ewetz VLM 49 4 0 31 Aug 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail M. Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 45 3 0 30 Aug 2024
Tex-ViT: A Generalizable, Robust, Texture-based dual-branch cross-attention deepfake detector Deepak Dagar Dinesh Kumar Vishwakarma ViT 32 0 0 29 Aug 2024
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 32 0 0 29 Aug 2024
Optimal Layer Selection for Latent Data Augmentation Tomoumi Takase Ryo Karakida 28 1 0 24 Aug 2024
FungiTastic: A multi-modal dataset and benchmark for image categorization Lukás Picek Klara Janouskova Milan Šulc Jirí Matas 77 1 0 24 Aug 2024
PRG: Prompt-Based Distillation Without Annotation via Proxy Relational Graph Yijin Xu Jialun Liu Hualiang Wei Wenhui Li 27 0 0 22 Aug 2024
A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection Vladislav Li Georgios Tsoumplekas Ilias Siniosoglou Vasileios Argyriou A. Lytos Eleftherios Fountoukidis Panagiotis G. Sarigiannidis 28 1 0 20 Aug 2024
Deep Generative Classification of Blood Cell Morphology Simon Deltadahl J. Gilbey C. V. Laer Nancy Boeckx M. Leers ... Nicholas S. Gleadall Carola-Bibiane Schönlieb S. Sivapalaratnam Michael Roberts P. Nachev DiffM MedIm 36 0 0 16 Aug 2024
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models Eman Ali Sathira Silva Muhammad Haris Khan VLM 29 0 0 16 Aug 2024
Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail Yina He Lei Peng Yongcun Zhang Juanjuan Weng Zhiming Luo Shaozi Li OODD 32 0 0 13 Aug 2024
Image-Feature Weak-to-Strong Consistency: An Enhanced Paradigm for Semi-Supervised Learning Zhiyu Wu Jinshi Cui 25 0 0 08 Aug 2024
Decorrelating Structure via Adapters Makes Ensemble Learning Practical for Semi-supervised Learning Jiaqi Wu Junbiao Pang Qingming Huang 24 0 0 08 Aug 2024
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications Tianfang Zhang Lei Li Yang Zhou Wentao Liu Chen Qian Xiangyang Ji ViT 28 11 0 07 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 42 16 0 06 Aug 2024
Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Wenlve Zhou Zhiheng Zhou VLM 36 6 0 05 Aug 2024
Masked Angle-Aware Autoencoder for Remote Sensing Images Zhihao Li B. Hou Siteng Ma Zitong Wu Xianpeng Guo Bo Ren Licheng Jiao 41 11 0 04 Aug 2024
Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples Mingu Kwak Hyungu Kahng Seoung Bum Kim 27 0 0 03 Aug 2024
Hallu-PI: Evaluating Hallucination in Multi-modal Large Language Models within Perturbed Inputs Peng Ding Jingyu Wu M. Girolami Dan Ma Xuezhi Cao Xunliang Cai Shi Chen T. J. Sullivan Shujian Huang AAML VLM MLLM 31 4 0 02 Aug 2024
Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restoration Donwon Park Leixian Shen Se Young Chun 24 2 0 02 Aug 2024
A Systematic Review on Long-Tailed Learning Chongsheng Zhang G. Almpanidis Gaojuan Fan Binquan Deng Yanbo Zhang Ji Liu Aouaidjia Kamel Paolo Soda Joao Gama 27 6 0 01 Aug 2024