Deep learning
Branch of machine learning
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- Explainable AI (2)
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Deep Learning (15) · Deep learning (4) · Explainable AI (4) · Machine Learning (3) · deep learning (2) · medical imaging (2) · Medical Imaging (2) · Artificial Intelligence (2) · Silhouette Loss (1) · Metric Learning (1) · Representation Learning (1) · arXiv (1) · Cross-entropy (1) · Embedding Space (1) · Transformers (1) · Bayesian Networks (1) · AI (1) · Interpretability (1) · Uncertainty (1) · MRI segmentation (1)
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📰 Related News (24)
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🇺🇸 Silhouette Loss: Differentiable Global Structure Learning for Deep Representations
arXiv:2604.08573v1 Announce Type: cross Abstract: Learning discriminative representations is a central goal of supervised deep learning. While cross-...
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🇺🇸 From Density Matrices to Phase Transitions in Deep Learning: Spectral Early Warnings and Interpretability
arXiv:2603.29805v1 Announce Type: cross Abstract: A key problem in the modern study of AI is predicting and understanding emergent capabilities in mo...
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🇺🇸 Thinking in Different Spaces: Domain-Specific Latent Geometry Survives Cross-Architecture Translation
arXiv:2603.20406v1 Announce Type: cross Abstract: We investigate whether independently trained language models converge to geometrically compatible l...
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🇺🇸 CFNN: Continued Fraction Neural Network
arXiv:2603.20634v1 Announce Type: cross Abstract: Accurately characterizing non-linear functional manifolds with singularities is a fundamental chall...
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🇺🇸 Transformers are Bayesian Networks
arXiv:2603.17063v1 Announce Type: new Abstract: Transformers are the dominant architecture in AI, yet why they work remains poorly understood. This p...
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🇺🇸 Deep Learning-Based Approach for Automatic 2D and 3D MRI Segmentation of Gliomas
arXiv:2502.19760v1 Announce Type: cross Abstract: Brain tumor diagnosis is a challenging task for clinicians in the modern world. Among the major rea...
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🇺🇸 Comparative Evaluation of Traditional Methods and Deep Learning for Brain Glioma Imaging. Review Paper
arXiv:2603.04796v1 Announce Type: cross Abstract: Segmentation is crucial for brain gliomas as it delineates the glioma s extent and location, aiding...
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🇺🇸 Recurrent Graph Neural Networks and Arithmetic Circuits
arXiv:2603.05140v1 Announce Type: cross Abstract: We characterise the computational power of recurrent graph neural networks (GNNs) in terms of arith...
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🇺🇸 Quality-Aware Robust Multi-View Clustering for Heterogeneous Observation Noise
arXiv:2602.22568v1 Announce Type: cross Abstract: Deep multi-view clustering has achieved remarkable progress but remains vulnerable to complex noise...
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🇺🇸 HARU-Net: Hybrid Attention Residual U-Net for Edge-Preserving Denoising in Cone-Beam Computed Tomography
arXiv:2602.22544v1 Announce Type: cross Abstract: Cone-beam computed tomography (CBCT) is widely used in dental and maxillofacial imaging, but low-do...
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🇺🇸 Enhancing Renal Tumor Malignancy Prediction: Deep Learning with Automatic 3D CT Organ Focused Attention
arXiv:2602.22381v1 Announce Type: cross Abstract: Accurate prediction of malignancy in renal tumors is crucial for informing clinical decisions and o...
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🇺🇸 Enabling clinical use of foundation models in histopathology
arXiv:2602.22347v1 Announce Type: cross Abstract: Foundation models in histopathology are expected to facilitate the development of high-performing a...
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🇺🇸 CryoNet.Refine: A One-step Diffusion Model for Rapid Refinement of Structural Models with Cryo-EM Density Map Restraints
arXiv:2602.22263v1 Announce Type: cross Abstract: High-resolution structure determination by cryo-electron microscopy (cryo-EM) requires the accurate...
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🇺🇸 Survey on Neural Routing Solvers
arXiv:2602.21761v1 Announce Type: cross Abstract: Neural routing solvers (NRSs) that leverage deep learning to tackle vehicle routing problems have d...
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🇺🇸 FlexMS is a flexible framework for benchmarking deep learning-based mass spectrum prediction tools in metabolomics
arXiv:2602.22822v1 Announce Type: new Abstract: The identification and property prediction of chemical molecules is of central importance in the adva...
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🇺🇸 Knob: A Physics-Inspired Gating Interface for Interpretable and Controllable Neural Dynamics
arXiv:2602.22702v1 Announce Type: new Abstract: Existing neural network calibration methods often treat calibration as a static, post-hoc optimizatio...
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🇺🇸 EKF-Based Depth Camera and Deep Learning Fusion for UAV-Person Distance Estimation and Following in SAR Operations
arXiv:2602.20958v1 Announce Type: cross Abstract: Search and rescue (SAR) operations require rapid responses to save lives or property. Unmanned Aeri...
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🇺🇸 Voices of the Mountains: Deep Learning-Based Vocal Error Detection System for Kurdish Maqams
arXiv:2602.20744v1 Announce Type: cross Abstract: Maqam, a singing type, is a significant component of Kurdish music. A maqam singer receives trainin...
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🇺🇸 XMorph: Explainable Brain Tumor Analysis Via LLM-Assisted Hybrid Deep Intelligence
arXiv:2602.21178v1 Announce Type: cross Abstract: Deep learning has significantly advanced automated brain tumor diagnosis, yet clinical adoption rem...
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🇺🇸 Elimination-compensation pruning for fully-connected neural networks
arXiv:2602.20467v1 Announce Type: cross Abstract: The unmatched ability of Deep Neural Networks in capturing complex patterns in large and noisy data...
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🇺🇸 Batch-CAM: Introduction to better reasoning in convolutional deep learning models
arXiv:2510.00664v2 Announce Type: replace Abstract: Deep learning opacity often impedes deployment in high-stakes domains. We propose a training fram...
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🇺🇸 EXCODER: EXplainable Classification Of DiscretE time series Representations
arXiv:2602.13087v1 Announce Type: cross Abstract: Deep learning has significantly improved time series classification, yet the lack of explainability...
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🇺🇸 Deep-Learning Atlas Registration for Melanoma Brain Metastases: Preserving Pathology While Enabling Cohort-Level Analyses
arXiv:2602.12933v1 Announce Type: cross Abstract: Melanoma brain metastases (MBM) are common and spatially heterogeneous lesions, complicating cohort...
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🇺🇸 A Lightweight and Explainable DenseNet-121 Framework for Grape Leaf Disease Classification
arXiv:2602.12484v1 Announce Type: cross Abstract: Grapes are among the most economically and culturally significant fruits on a global scale, and tab...
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People and organizations frequently mentioned alongside Deep learning:
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Explainable artificial intelligence · 3 shared articles
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Neural network · 3 shared articles
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Medical imaging · 2 shared articles -
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Interpretability · 2 shared articles
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Artificial intelligence · 2 shared articles -
Magnetic resonance imaging · 1 shared articles -
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Applications of artificial intelligence · 1 shared articles
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Plant pathology · 1 shared articles -
Unmanned aerial vehicle · 1 shared articles -
Search and rescue · 1 shared articles