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Deep Learning

Papers archive 2025-07-28

archive papers tagged: 9,423 · with a code link: 2,693 · where Syntology ran a sample: 410 (356 with a run with no instrument failure, 54 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (410 of 9,423 tagged: 356 with a run with no instrument failure, 54 where every run was a failure of Syntology's instrument)

Page 55 of 95: papers 5,401 to 5,500 of 9,423, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks
  31 Mar 2022 0 repositories listed
• Deep Learning for Spectral Filling in Radio Frequency Applications
  31 Mar 2022 0 repositories listed
• Deep Learning based Model Predictive Control for Compression Ignition Engines
  31 Mar 2022 0 repositories listed
• Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning
  30 Mar 2022 0 repositories listed
• Identification of diffracted vortex beams at different propagation distances using deep learning
  30 Mar 2022 0 repositories listed
• Mind the gap: Challenges of deep learning approaches to Theory of Mind
  30 Mar 2022 0 repositories listed
• Sensor Data Validation and Driving Safety in Autonomous Driving Systems
  30 Mar 2022 0 repositories listed
• 4Weed Dataset: Annotated Imagery Weeds Dataset
  29 Mar 2022 0 repositories listed
• Connections between Deep Equilibrium and Sparse Representation Models with Application to Hyperspectral Image Denoising
  29 Mar 2022 0 repositories listed
• Edge Detection and Deep Learning Based SETI Signal Classification Method
  29 Mar 2022 0 repositories listed
• Identification and classification of exfoliated graphene flakes from microscopy images using a hierarchical deep convolutional neural network
  29 Mar 2022 0 repositories listed
• Physics-informed deep-learning applications to experimental fluid mechanics
  29 Mar 2022 0 repositories listed
• Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey
  29 Mar 2022 0 repositories listed
• A Deep Learning Technique using a Sequence of Follow Up X-Rays for Disease classification
  28 Mar 2022 0 repositories listed
• Iterative, Deep Synthetic Aperture Sonar Image Segmentation
  28 Mar 2022 0 repositories listed
• Limited Parameter Denoising for Low-dose X-ray Computed Tomography Using Deep Reinforcement Learning
  28 Mar 2022 0 repositories listed
• MixNN: A design for protecting deep learning models
  28 Mar 2022 0 repositories listed
• Neurosymbolic hybrid approach to driver collision warning
  28 Mar 2022 0 repositories listed
• Subjective Evaluation of Deep Learning Models for Symbolic Music Composition
  28 Mar 2022 0 repositories listed
• Toward Deep Learning Based Access Control
  28 Mar 2022 0 repositories listed
• A General Survey on Attention Mechanisms in Deep Learning
  27 Mar 2022 0 repositories listed
• Deep Learning and Artificial General Intelligence: Still a Long Way to Go
  25 Mar 2022 0 repositories listed
• Deep Learning for Encrypted Traffic Classification and Unknown Data Detection
  25 Mar 2022 0 repositories listed
• Interpretation of Chest x-rays affected by bullets using deep transfer learning
  25 Mar 2022 0 repositories listed
• Learning to segment fetal brain tissue from noisy annotations
  25 Mar 2022 0 repositories listed
• Interpretability of Neural Network With Physiological Mechanisms
  24 Mar 2022 0 repositories listed
• Locally Asynchronous Stochastic Gradient Descent for Decentralised Deep Learning
  24 Mar 2022 0 repositories listed
• Bayesian Deep Learning with Multilevel Trace-class Neural Networks
  24 Mar 2022 0 repositories listed
• Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging
  23 Mar 2022 0 repositories listed
• Longitudinal Self-Supervision for COVID-19 Pathology Quantification
  21 Mar 2022 0 repositories listed
• Physics-driven Synthetic Data Learning for Biomedical Magnetic Resonance
  21 Mar 2022 0 repositories listed
• Breast Cancer Induced Bone Osteolysis Prediction Using Temporal Variational Auto-Encoders
  20 Mar 2022 0 repositories listed
• Towards Structuring Real-World Data at Scale: Deep Learning for Extracting Key Oncology Information from Clinical Text with Patient-Level Supervision
  20 Mar 2022 0 repositories listed
• Deep Learning Generalization, Extrapolation, and Over-parameterization
  19 Mar 2022 0 repositories listed
• Analyzing EEG Data with Machine and Deep Learning: A Benchmark
  18 Mar 2022 0 repositories listed
• Constitutive model characterization and discovery using physics-informed deep learning
  18 Mar 2022 0 repositories listed
• On the Generalization Mystery in Deep Learning
  18 Mar 2022 0 repositories listed
• Performance of Deep Learning models with transfer learning for multiple-step-ahead forecasts in monthly time series
  18 Mar 2022 0 repositories listed
• Rethinking the optimization process for self-supervised model-driven MRI reconstruction
  18 Mar 2022 0 repositories listed
• Phased Flight Trajectory Prediction with Deep Learning
  17 Mar 2022 0 repositories listed
• Deep Learning for Improving Numerical Weather Prediction of Heavy Rainfall
  16 Mar 2022 0 repositories listed
• Playing with blocks: Toward re-usable deep learning models for side-channel profiled attacks
  16 Mar 2022 0 repositories listed
• Parking Analytics Framework using Deep Learning
  15 Mar 2022 0 repositories listed
• Towards understanding deep learning with the natural clustering prior
  15 Mar 2022 0 repositories listed
• Multigrid-augmented deep learning preconditioners for the Helmholtz equation
  14 Mar 2022 0 repositories listed
• Permutation Invariant Representations with Applications to Graph Deep Learning
  14 Mar 2022 0 repositories listed
• Unsupervised Learning Based Focal Stack Camera Depth Estimation
  14 Mar 2022 0 repositories listed
• Food Recipe Recommendation Based on Ingredients Detection Using Deep Learning
  13 Mar 2022 0 repositories listed
• Combining Deep Learning with Physics Based Features in Explosion-Earthquake Discrimination
  12 Mar 2022 0 repositories listed
• Image Style Transfer: from Artistic to Photorealistic
  12 Mar 2022 0 repositories listed
• A survey of underwater acoustic data classification methods using deep learning for shoreline surveillance
  11 Mar 2022 0 repositories listed
• Survey on Automated Short Answer Grading with Deep Learning: from Word Embeddings to Transformers
  11 Mar 2022 0 repositories listed
• Technologies for AI-Driven Fashion Social Networking Service with E-Commerce
  11 Mar 2022 0 repositories listed
• Deep Learning-Based Perceptual Stimulus Encoder for Bionic Vision
  10 Mar 2022 0 repositories listed
• Probabilistic forecasts of wind power generation in regions with complex topography using deep learning methods: An Arctic case
  10 Mar 2022 0 repositories listed
• Deep learning-based reconstruction of highly accelerated 3D MRI
  9 Mar 2022 0 repositories listed
• Deep Learning for the Benes Filter
  9 Mar 2022 0 repositories listed
• Geometric Optimisation on Manifolds with Applications to Deep Learning
  9 Mar 2022 0 repositories listed
• Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review
  7 Mar 2022 0 repositories listed
• A streamable large-scale clinical EEG dataset for Deep Learning
  4 Mar 2022 0 repositories listed
• Exploration of Various Deep Learning Models for Increased Accuracy in Automatic Polyp Detection
  4 Mar 2022 0 repositories listed
• Quantum Deep Learning for Mutant COVID-19 Strain Prediction
  4 Mar 2022 0 repositories listed
• Benchmarking Robustness of Deep Learning Classifiers Using Two-Factor Perturbation
  2 Mar 2022 0 repositories listed
• Hybrid Optimized Deep Convolution Neural Network based Learning Model for Object Detection
  2 Mar 2022 0 repositories listed
• Predicting the temporal dynamics of turbulent channels through deep learning
  2 Mar 2022 0 repositories listed
• A Neural Ordinary Differential Equation Model for Visualizing Deep Neural Network Behaviors in Multi-Parametric MRI based Glioma Segmentation
  1 Mar 2022 0 repositories listed
• Dual Embodied-Symbolic Concept Representations for Deep Learning
  1 Mar 2022 0 repositories listed
• Semi-supervised Deep Learning for Image Classification with Distribution Mismatch: A Survey
  1 Mar 2022 0 repositories listed
• Towards deep learning-powered IVF: A large public benchmark for morphokinetic parameter prediction
  1 Mar 2022 0 repositories listed
• When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee
  1 Mar 2022 0 repositories listed
• Deep learning enhanced Rydberg multifrequency microwave recognition
  28 Feb 2022 0 repositories listed
• Limitations of Deep Learning for Inverse Problems on Digital Hardware
  28 Feb 2022 0 repositories listed
• Pattern Based Multivariable Regression using Deep Learning (PBMR-DP)
  28 Feb 2022 0 repositories listed
• Multi-image Super-resolution via Quality Map Associated Attention Network
  26 Feb 2022 0 repositories listed
• Identifying charge density and dielectric environment of graphene using Raman spectroscopy and deep learning
  25 Feb 2022 0 repositories listed
• Statistics and Deep Learning-based Hybrid Model for Interpretable Anomaly Detection
  25 Feb 2022 0 repositories listed
• Attention Enables Zero Approximation Error
  24 Feb 2022 0 repositories listed
• Bayesian Deep Learning for Graphs
  24 Feb 2022 0 repositories listed
• Exploring the Unfairness of DP-SGD Across Settings
  24 Feb 2022 0 repositories listed
• The rise of the lottery heroes: why zero-shot pruning is hard
  24 Feb 2022 0 repositories listed
• A Bayesian Deep Learning Approach to Near-Term Climate Prediction
  23 Feb 2022 0 repositories listed
• A Method for Waste Segregation using Convolutional Neural Networks
  23 Feb 2022 0 repositories listed
• Deep Learning Reproducibility and Explainable AI (XAI)
  23 Feb 2022 0 repositories listed
• Multi-scale Sparse Representation-Based Shadow Inpainting for Retinal OCT Images
  23 Feb 2022 0 repositories listed
• Using Bayesian Deep Learning to infer Planet Mass from Gaps in Protoplanetary Disks
  23 Feb 2022 0 repositories listed
• An Object Aware Hybrid U-Net for Breast Tumour Annotation
  22 Feb 2022 0 repositories listed
• Does prior knowledge in the form of multiple low-dose PET images (at different dose levels) improve standard-dose PET prediction?
  22 Feb 2022 0 repositories listed
• A Deep Learning Approach to Predicting Ventilator Parameters for Mechanically Ventilated Septic Patients
  21 Feb 2022 0 repositories listed
• Cell nuclei classification in histopathological images using hybrid OLConvNet
  21 Feb 2022 0 repositories listed
• CROMOSim: A Deep Learning-based Cross-modality Inertial Measurement Simulator
  21 Feb 2022 0 repositories listed
• Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks
  21 Feb 2022 0 repositories listed
• Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks
  21 Feb 2022 0 repositories listed
• A Novel Framework for Brain Tumor Detection Based on Convolutional Variational Generative Models
  20 Feb 2022 0 repositories listed
• Quantum Distributed Deep Learning Architectures: Models, Discussions, and Applications
  19 Feb 2022 0 repositories listed
• SODA: Site Object Detection dAtaset for Deep Learning in Construction
  19 Feb 2022 0 repositories listed
• A Review on Methods and Applications in Multimodal Deep Learning
  18 Feb 2022 0 repositories listed
• Deep-Learning Architectures for Multi-Pitch Estimation: Towards Reliable Evaluation
  18 Feb 2022 0 repositories listed
• Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?
  18 Feb 2022 0 repositories listed
• R2-D2: Repetitive Reprediction Deep Decipher for Semi-Supervised Deep Learning
  18 Feb 2022 0 repositories listed
• Rethinking Pareto Frontier for Performance Evaluation of Deep Neural Networks
  18 Feb 2022 0 repositories listed