![[2606.02758] Theoretical Aspects of Lie Groupoid and Lie Algebroid Equivariant Convolutional Neural Networks](/static/img/curated/desks/afbytes-tech.png)
[2606.02758] Theoretical Aspects of Lie Groupoid and Lie Algebroid Equivariant Convolutional Neural Networks
Abstract page for arXiv paper 2606.02758: Theoretical Aspects of Lie Groupoid and Lie Algebroid Equivariant Convolutional Neural Networks
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[2606.01871] Deep Learning for Generating Computational PIN-4 Immunohistochemistry Staining from Prostate Biopsy H&E Images
Abstract page for arXiv paper 2606.01871: Deep Learning for Generating Computational PIN-4 Immunohistochemistry Staining from Prostate Biopsy H&E Images
[2606.01293] ResNet-34 with Lightweight Decoder for Accurate and Efficient Segmentation of Fetal Brain MRI
Abstract page for arXiv paper 2606.01293: ResNet-34 with Lightweight Decoder for Accurate and Efficient Segmentation of Fetal Brain MRI
[2301.06308] Stability Analysis of Sharpness-Aware Minimization
Abstract page for arXiv paper 2301.06308: Stability Analysis of Sharpness-Aware Minimization
[2606.02310] Deep Learning for Remote Sensing to Improve Flood Inundation Mapping
Abstract page for arXiv paper 2606.02310: Deep Learning for Remote Sensing to Improve Flood Inundation Mapping
[2505.20840] Aggregation Buffer: Revisiting DropEdge with a New Parameter Block
Abstract page for arXiv paper 2505.20840: Aggregation Buffer: Revisiting DropEdge with a New Parameter Block
[2605.30734] Beyond Accuracy: Evaluating Efficiency, Robustness and Explainability in Deep Learning for Malaria Diagnosis
Abstract page for arXiv paper 2605.30734: Beyond Accuracy: Evaluating Efficiency, Robustness and Explainability in Deep Learning for Malaria Diagnosis
[2605.31371] Softsign: Smooth Sign in Your Optimizer For Better Parameter Heterogeneity Handling
Abstract page for arXiv paper 2605.31371: Softsign: Smooth Sign in Your Optimizer For Better Parameter Heterogeneity Handling
Fishing out fake news using a deep-learning neural network
Researchers developed F2IND-IT!, an AI system combining text and image analysis to accurately detect fake news in India.
[2605.29152] Do Deep Networks Forget Initialization? A Forgetting-Time View of Practical Inductive Bias
Abstract page for arXiv paper 2605.29152: Do Deep Networks Forget Initialization? A Forgetting-Time View of Practical Inductive Bias
![[2605.28853] Financially Guided Deep Portfolio Optimization](/static/img/curated/desks/afbytes-economy.png)
[2605.28853] Financially Guided Deep Portfolio Optimization
Abstract page for arXiv paper 2605.28853: Financially Guided Deep Portfolio Optimization
[2508.15237] Option pricing under non-Markovian stochastic volatility models: A deep signature approach
Abstract page for arXiv paper 2508.15237: Option pricing under non-Markovian stochastic volatility models: A deep signature approach
[2605.29525] Learning to Perturb Hidden Representations for Generalizable Deep Learning
Abstract page for arXiv paper 2605.29525: Learning to Perturb Hidden Representations for Generalizable Deep Learning
[2605.28613] Implicit Regularization in Perturbed Deep Matrix Factorization: Spectral Conditions and Stability
Abstract page for arXiv paper 2605.28613: Implicit Regularization in Perturbed Deep Matrix Factorization: Spectral Conditions and Stability
[2605.27456] Metric-Aware PCA as a Linear Instance of Geometric Deep Learning
Abstract page for arXiv paper 2605.27456: Metric-Aware PCA as a Linear Instance of Geometric Deep Learning