Keyword:data augmentation

Publications
Pulmonary Pathology Detection: An AI-Based Approach with Convolutional Neural Networks Pablo Jose Ramirez Amador EasyChair Preprint 16005
Migraine Classification Using Machine Learning and Deep Learning in Low-Resource Healthcare Settings Anithamol Ashokan, Ikram Ur Rehman and Parisa Saadati EasyChair Preprint 15776
A Comparative Review on GAN-Based Data Augmentation Techniques for Plant-Based Pest Detection Dipanwita Chakraborty Bhattacharya, Md Tausif Mallick, Himadri Nath Saha and Amlan Chakrabarti EasyChair Preprint 15564
A Two-Stage Augmentation Approach for Domain Generalization in 3D Human Pose Estimation Kayode Sheriffdeen EasyChair Preprint 14841
BIOGAN-BERT: BioGPT-2 Fine Tuned and GAN-BERT for Extracting Drug Interaction Based on Biomedical Texts Made Arbi Parameswara and Rila Mandala EasyChair Preprint 14738
Robust Audio Fingerprinting Techniques Using Deep Learning for Noise-Robust and Distortion-Invariant Matching Oluwaseyi Oladele EasyChair Preprint 14667
Improving Domain Generalization in 3D Human Pose Estimation Using a Dual-Augmentation Approach Adeoye Ibrahim EasyChair Preprint 14634
Enhancing Human Pose Estimation Across Domains Without Access to Source Data: Supplementary Information Toluwani Bolu EasyChair Preprint 14632
An Investigation into the Performance of Non-Contrastive Self-Supervised Learning Methods for Network Intrusion Detection Hamed Fard, Tobias Schalau and Gerhard Wunder EasyChair Preprint 14457
Improving Clinical Records with Generative Model Techniques John Owen EasyChair Preprint 14161
Leveraging Generative Adversarial Networks (GANs) for Supply Chain Optimization: a Comprehensive Overview Dylan Stilinski, Lucas Doris and Louis Frank EasyChair Preprint 12929
Efficient Side-Channel Attack Through Balanced Labels Compression and Variational Autoencoder Nengfu Cai, Zhiqin Yang, Shuhai Wang, Yanling Jiang, Mingsheng Liu and Gang Li EasyChair Preprint 12222
Novel Lung CT Image Synthesis at Full Hounsfield Range with Expert Guided Visual Turing Test Arjun Krishna, Shanmukha Yenneti, Ge Wang and Klaus Mueller EasyChair Preprint 10173
Segment Anything Also Detect Anything Rongsheg Wang, Yaofei Duan and Yukun Li EasyChair Preprint 9952
Real-Time Face Mask Detection by Clever Convolution Neural Networks Suresh Kumar Kanaparthi, Sai Pratheeka Kaluvala, Vyshnavi Ravula, Jyothika Sai Masimukkula and Sri Indu Dekkapati EasyChair Preprint 9188
Survey on Remote Sensing Data Augmentation: Advances, Challenges, and Future Perspectives Amel Oubara, Falin Wu, Abdenour Amamra and Gongliu Yang EasyChair Preprint 7704
Super-Class Mixup for Adjusting Training Data Shungo Fujii, Naoki Okamoto, Toshiki Seo, Tsubasa Hirakawa, Takayoshi Yamashita and Hironobu Fujiyoshi EasyChair Preprint 7031
Discriminative Bayesian Filtering for the Semi-Supervised Augmentation of Sequential Observation Data Michael C. Burkhart EasyChair Preprint 5723
Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization Ashiq Imran and Vassilis Athitsos EasyChair Preprint 4401
Self-Competitive Neural Networks Iman Saberi and Fathiyeh Faghih EasyChair Preprint 4313
Data Generation Using Gene Expression Generator Zakarya Farou, Noureddine Mouhoub and Tomáš Horváth EasyChair Preprint 3948
Road User Abnormal Trajectory Detection using a Deep Autoencoder Pankaj Roy and Guillaume-Alexandre Bilodeau EasyChair Preprint 485