Search Results - "Model generalizability"

Unmasking the Reality: A Comprehensive Study of Deepfake Identification Techniques and Their Expanding Terrain

Sharma, Shubh, Pathak, Disha Mohini, Jain, Dhyanendra, Srivastava, Somya, Vats, Prashant, Upadhyay, Govind Murari

2025 2nd International Conference on Computational Intelligence, Communication Technology and Networking (CICTN)

Stimulus-Response Patterns: The Key to Giving Generalizability to Text-Based Depression Detection Models

Liu, Z., Wu, Y., Zhang, H., Li, G., Ding, Z., Hu, B.

Children Are Not Small Adults: Addressing Limited Generalizability of an Adult Deep Learning CT Organ Segmentation Model to the Pediatric Population

Chatterjee, Devina^Aff1, Kanhere, Adway^Aff1, Doo, Florence X., Zhao, Jerry, Chan, Andrew, Welsh, Alexander, Kulkarni, Pranav, Trang, Annie, Parekh, Vishwa S., Yi, Paul H.^{Aff2, IDs1027802401273w_cor1}

Revolutionizing Healthcare: Early Disease Detection through Retinal Imaging and AI-Driven Approaches

Wala, Humzah Zakir, Nevagi, Tanvi Pradeep, Jagtap, Sheetal Girish

2023 6th International Conference on Advances in Science and Technology (ICAST)

Boundary Conditions of Generalizing Predictive Models for Academic Performance: Within Cohort Versus Within Course

Kleter, S., Matzat, U., Conijn, R.

Leveraging generative AI synthetic and social media data for content generalizability to overcome data constraints in vision deep learning

Alipour, Panteha, Gallegos, Erika^{Aff1, IDs10462025111376_cor1}

UTransBPNet for cuffless and calibration-free blood pressure estimation under dynamic conditions

Yali Zheng, Hongda Huang, Jiasheng Gao, Jingyuan Hong, Shenghao Wu, Yuanting Zhang, Qing Liu

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Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation

Zhou, S., Huang, X., Liu, N., Zhou, H., Chung, F., Huang, L.

Toward Generalizable Multiple Sclerosis Lesion Segmentation Models

Liviu Badea, Maria Popa

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Multi-scale estimation of photosynthetic capacity in larch forests using UAV hyperspectral data: From leaf to canopy

Chunyan Wu, Tingdong Yang, Min Cheng, Dongsheng Chen, Xiaomei Sun, Shougong Zhang

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A Neural Network Method for Inversion of Turbulence Strength

Yin, Weishi^{Aff1, IDs44198024001860_cor1}, Zhang, Baoyin, Meng, Pinchao, Zhou, Linhua, Qi, Dequan

Enhancing and Interpreting Deep Learning for Sea Ice Charting using the AutoICE Benchmark

Jalayer, Sepideh ^a, Taleghan, Samira Alkaee ^b, Pires de Lima, Rafael ^a, Vahedi, Behzad ^a, Hughes, Nick ^c, Banaei-Kashani, Farnoush ^b, Karimzadeh, Morteza ^{a, ⁎}

A training pipeline of an arrhythmia classifier for atrial fibrillation detection using Photoplethysmography signal

Kudo, Sota, Chen, Zheng, Zhou, Xue, Izu, Leighton T, Chen-Izu, Ye, Zhu, Xin, Tamura, Toshiyo, Kanaya, Shigehiko, Huang, Ming

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PISA reading achievement: identifying predictors and examining model generalizability for multilingual students

Dai, Shenghai^{Aff1, IDs11145022103574_cor1}, Hao, Tao, Ardasheva, Yuliya, Ramazan, Onur, Danielson, Robert William, Austin, Bruce

DOMINO++: Domain-Aware Loss Regularization for Deep Learning Generalizability

Stolte, Skylar E.^Aff14, Volle, Kyle^Aff15, Indahlastari, Aprinda^{Aff16, Aff17}, Albizu, Alejandro^{Aff16, Aff18}, Woods, Adam J.^{Aff16, Aff17, Aff18}, Brink, Kevin^Aff19, Hale, Matthew^Aff22, Fang, Ruogu^{Aff14, Aff16, Aff20, Aff21}

Goos, Gerhard, Founding Editor^Aff1, Hartmanis, Juris, Founding Editor^Aff2, Bertino, Elisa, Editorial Board Member^Aff3, Gao, Wen, Editorial Board Member^Aff4, Steffen, Bernhard, Editorial Board Member^Aff5, Yung, Moti, Editorial Board Member^Aff6, Greenspan, Hayit, editor^Aff7, Madabhushi, Anant, editor^Aff8, Mousavi, Parvin, editor^Aff9, Salcudean, Septimiu, editor^Aff10, Duncan, James, editor^Aff11, Syeda-Mahmood, Tanveer, editor^Aff12, Taylor, Russell, editor^Aff13

Robust deep learning method for fruit decay detection and plant identification: enhancing food security and quality control

Pariya Afsharpour, Toktam Zoughi, Mahmood Deypir, Mohamad Javad Zoqi

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Machine Learning-Enabled NIR Spectroscopy. Part 3: Hyperparameter by Design (HyD) Based ANN-MLP Optimization, Model Generalizability, and Model Transferability

Ali, Hussain, Muthudoss, Prakash^{Aff2, Aff3, Aff4}, Chauhan, Chirag, Kaliappan, Ilango, Kumar, Dinesh, Paudel, Amrit^{Aff8, Aff9, IDs12249023026973_cor6}, Ramasamy, Gobi^{Aff1, IDs12249023026973_cor7}

Prediction of model generalizability for unseen data: Methodology and case study in brain metastases detection in T1-Weighted contrast-enhanced 3D MRI

Dikici, Engin ^∗, Nguyen, Xuan V., Takacs, Noah, Prevedello, Luciano M.

Generalizability of Abusive Language Detection Models on Homogeneous German Datasets

Seemann, Nina^{Aff1, IDs13222023004381_cor1}, Lee, Yeong Su, Höllig, Julian, Geierhos, Michaela

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