Sökresultat - "Data augmentation"

Large Skew-t Copula Models and Asymmetric Dependence in Intraday Equity Returns.

Deng, Lin¹ (AUTHOR), Smith, Michael Stanley¹ (AUTHOR) mike.smith@mbs.edu, Maneesoonthorn, Worapree² (AUTHOR)

Explicit intent enhanced contrastive learning with denoising networks for sequential recommendation.

Sheng, Jinfang¹ (AUTHOR), Zhang, Xuhao¹ (AUTHOR), Wang, Bin¹ (AUTHOR) wb_csut@csu.edu.cn

Comparison of Deep Transfer Learning Against Contrastive Learning in Industrial Quality Applications for Heavily Unbalanced Data Scenarios When Data Augmentation Is Limited.

Farmanesh, Amir¹ (AUTHOR), Sanchis, Raúl G.¹ (AUTHOR), Ordieres-Meré, Joaquín¹ (AUTHOR) j.ordieres@upm.es

LarGAN: A Label Auto-Rescaling Generation Adversarial Network for Rare Surface Defects.

Qin, Guan¹ (AUTHOR), Zhang, Hanxin^1,2 (AUTHOR), Xu, Ke^1,3 (AUTHOR) xuke@ustb.edu.cn, Pan, Liaoting^2,3,4 (AUTHOR), Huang, Lei^1,2,3 (AUTHOR), Huang, Xuezhong^2,3 (AUTHOR), Wei, Yi^3,4 (AUTHOR)

Mitigating Class Imbalance in Network Intrusion Detection with Feature-Regularized GANs.

Li, Jing¹ (AUTHOR), Zong, Wei¹ (AUTHOR) wsusilo@uow.edu.au, Chow, Yang-Wai¹ (AUTHOR), Susilo, Willy¹ (AUTHOR)

Small-Target Detection Algorithm Based on STDA-YOLOv8.

Li, Cun¹ (AUTHOR), Jiang, Shuhai¹ (AUTHOR) jiangshuhai2000@163.com, Cao, Xunan¹ (AUTHOR)

SPL-PlaneTR: Lightweight and Generalizable Indoor Plane Segmentation Based on Prompt Learning.

Deng, Zhongchen¹ (AUTHOR), Ge, Yuanlong^1,2 (AUTHOR), Qi, Xiatian^1,2,3 (AUTHOR), Sun, Kai^2,3,4 (AUTHOR), Wan, Ruixi^1,2,5 (AUTHOR), Zhang, Bingxu^1,2,6 (AUTHOR), Zhang, Shenman^1,4 (AUTHOR), Zhang, Xun^2,5,6 (AUTHOR) zhxun@foxmail.com, Meng, Yan^2,3 (AUTHOR)

Enhancing Adversarial Defense via Brain Activity Integration Without Adversarial Examples.

Nakajima, Tasuku¹ (AUTHOR), Maeda, Keisuke² (AUTHOR), Togo, Ren^1,2 (AUTHOR), Ogawa, Takahiro² (AUTHOR), Haseyama, Miki² (AUTHOR) mhaseyama@lmd.ist.hokudai.ac.jp

SMix-GNN: A Powerful Graph Neural Network Enhanced by Aggregating Graph Mixup and K-Reciprocal Nearest Neighbors.

Minxi Rong¹ ylrmx2008@163.com, Guipeng Zhang² zhang_g_p@163.com, Xiaoli Guo³ xlguo@zzuli.edu.cn, Qi Sun² sqmd.sun.nancy@gmail.com, Fuyang Hu² hff59590@gmail.com, Huijing Qi² qhj830@gmail.com

Two-stage augmentation for detecting malignancy of BI-RADS 3 lesions in early breast cancer.

Tian, Huanhuan¹ (AUTHOR), Cai, Li¹ (AUTHOR), Gui, Yu² (AUTHOR), Cai, Zhigang¹ (AUTHOR), Han, Xianfeng¹ (AUTHOR), Liao, Jianwei¹ (AUTHOR), Chen, Li² (AUTHOR) chenli@tmmu.edu.cn, Wang, Yi¹ (AUTHOR) echowang@swu.edu.cn

A Study of Corrosion-Grade Recognition on Metal Surfaces Based on Improved YOLOv8 Model.

Chen, Hao¹ (AUTHOR), Cao, Ying¹ (AUTHOR), Cao, Shengxian¹ (AUTHOR) caoshengxian@neepu.edu.cn, Piao, Heng¹ (AUTHOR)

A Lightweight Dual-Branch Complex-Valued Neural Network for Automatic Modulation Classification of Communication Signals.

Xu, Zhaojing¹ (AUTHOR), Fan, Youchen^1,2 (AUTHOR), Fang, Shengliang¹ (AUTHOR) eeifsl@163.com, Fu, You² (AUTHOR), Yi, Liu² (AUTHOR)

Construction and Enhancement of a Rural Road Instance Segmentation Dataset Based on an Improved StyleGAN2-ADA.

Yao, Zhixin^1,2,3 (AUTHOR), Xi, Renna^1,2,3 (AUTHOR), Zhang, Taihong^1,2,3 (AUTHOR) zth@xjau.edu.cn, Zhao, Yunjie^1,2,3 (AUTHOR), Tian, Yongqiang^1,2,3 (AUTHOR), Hou, Wenjing^1,3 (AUTHOR)

A Multitask CNN for Near-Infrared Probe: Enhanced Real-Time Breast Cancer Imaging.

Momtahen, Maryam¹ (AUTHOR), Golnaraghi, Farid¹ (AUTHOR) mfgolnar@sfu.ca

MAF-Net: A multimodal data fusion approach for human action recognition.

Xie, Dongwei¹ (AUTHOR), Zhang, Xiaodan² (AUTHOR), Gao, Xiang³ (AUTHOR) gaoxiang20230927@163.com, Zhao, Hu¹ (AUTHOR), Du, Dongyang⁴ (AUTHOR)

Few-shot biomedical NER empowered by LLMs-assisted data augmentation and multi-scale feature extraction.

Zhao, Di^1,2,3 (AUTHOR) zhaodi@dlnu.edu.cn, Mu, Wenxuan¹ (AUTHOR) M1491377079@gmail.com, Jia, Xiangxing¹ (AUTHOR) jiaxx599@163.com, Liu, Shuang¹ (AUTHOR) liushuang@dlnu.edu.cn, Chu, Yonghe⁴ (AUTHOR) chuyonghe@haut.edu.cn, Meng, Jiana¹ (AUTHOR) mengjn@dlnu.edu.cn, Lin, Hongfei² (AUTHOR) hflin@dlut.edu.cn

A Comparative Study and Optimization of Camera-Based BEV Segmentation for Real-Time Autonomous Driving.

Jun, Woomin¹ (AUTHOR), Lee, Sungjin² (AUTHOR) sungjinlee@sch.ac.kr

Impact of Image Preprocessing and Crack Type Distribution on YOLOv8-Based Road Crack Detection.

Fan, Luxin¹ (AUTHOR), Tang, Saihong¹ (AUTHOR), Ariffin, Mohd Khairol Anuar b. Mohd¹ (AUTHOR), Ismail, Mohd Idris Shah¹ (AUTHOR), Wang, Xinming¹ (AUTHOR)

Improving Presentation Attack Detection Classification Accuracy: Novel Approaches Incorporating Facial Expressions, Backdrops, and Data Augmentation.

Riaz, Tayyaba¹ (AUTHOR), Anjum, Adeel^1,2 (AUTHOR), Syed, Madiha Haider¹ (AUTHOR), Rehman, Semeen² (AUTHOR) semeen.rehman@tuwien.ac.at

Performance Analysis of Data Augmentation Approaches for Improving Wrist-Based Fall Detection System.

Tu, Yu-Chen¹ (AUTHOR), Lin, Che-Yu¹ (AUTHOR), Liu, Chien-Pin¹ (AUTHOR), Chan, Chia-Tai¹ (AUTHOR) ctchan@nycu.edu.tw