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🔍 "Deep Learning"

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3 publications
John Smith
Visiting Lecturer · COMSATS University Islamabad
Mar 7, 2026
Question
Understanding Convolutional Neural Networks — a beginner guide

I am new to deep learning and want to understand CNNs from scratch. Can someone explain: 1. What makes convolution different from fully connected layers? 2. How does backpropagation work through conv

7 reads 2 3
2 researchers recommend this
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Sara Ahmed
· MIT
Mar 2, 2026
Announcement
Deep Learning Research Update: BERT Fine-tuning for Scientific Text

Sharing our latest results on fine-tuning BERT-base for scientific literature classification. We achieved 94.2% accuracy on the SciPaper benchmark, improving over the baseline by 6.8%. Key findings:

4 reads 2 0
2 researchers recommend this
AK
Ali Khan
PhD Scholar · University of Lahore
Mar 1, 2026
Discussion
AI in Agriculture: Using Computer Vision for Crop Disease Detection

We have been working on a deep learning pipeline to detect crop diseases from drone imagery. Using YOLOv8 fine-tuned on our custom dataset of wheat and rice diseases. Our current model achieves 89% m

5 reads 3 3
3 researchers recommend this
📚 From Affiliated Journals
📚 Journal Paper Scientific Reports Feb 2026
Explainable active reinforcement deep learning improves lung cancer detection from CT images
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Ghada Nady, Ahmed Salem, Osama Badawy, Samia Abo-ElNour
DOI 10.1038/s41598-026-38239-7 Vol. 16 Issue 1
📚 Journal Paper Scientific Reports Feb 2026
Clinical accuracy of cephalometric analysis using deep learning–based automated landmark identification on CBCT in class I and class II malocclusions
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Yan Jiang, Rana A. A. M. AL-Mohana, Canyang Jiang, Xiaojing Zhang +7 more
DOI 10.1038/s41598-026-41408-3
📚 Journal Paper Scientific Reports Feb 2026
A switching-based deep learning framework for personalized and adaptive E-commerce recommendations
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Kapil Saini, Ajmer Singh, Manoj Diwakar, Prabhishek Singh +2 more
DOI 10.1038/s41598-026-40024-5
📚 Journal Paper Scientific Reports Feb 2026
Using deep learning to explore the impacts of street-view green space on school myopia prevalence: a multicenter, cross-sectional study
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Dihao Hua, Tianshu Yang, Qi Cui, Jian Zhang +10 more
DOI 10.1038/s41598-026-40477-8
📚 Journal Paper Scientific Reports Feb 2026
Global solar energy potential forecasting through machine learning and deep learning models
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Muhammad Amir Raza, Abdul Karim, Muneera Altayeb, Muhammad I. Masud +3 more
DOI 10.1038/s41598-026-41357-x
📚 Journal Paper Scientific Reports Feb 2026
Soil microbiome prediction using traditional machine learning and deep learning models
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Zahia Aouabed, Vincent Therrien, Mohamed Achraf Bouaoune, Mohammadreza Bakhtyari +2 more
DOI 10.1038/s41598-026-39537-w
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