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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 45 of 95: papers 4,401 to 4,500 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.

• Application of Deep Learning for Predictive Maintenance of Oilfield Equipment
  19 Jun 2023 0 repositories listed
• Deep learning based black spot identification on Greek road networks
  19 Jun 2023 0 repositories listed
• Evaluating Loss Functions and Learning Data Pre-Processing for Climate Downscaling Deep Learning Models
  19 Jun 2023 0 repositories listed
• Neuro-Symbolic Bi-Directional Translation -- Deep Learning Explainability for Climate Tipping Point Research
  19 Jun 2023 0 repositories listed
• sEMG-based Hand Gesture Recognition with Deep Learning
  19 Jun 2023 0 repositories listed
• A survey on deep learning approaches for data integration in autonomous driving system
  17 Jun 2023 0 repositories listed
• Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Macromolecular Signal
  16 Jun 2023 0 repositories listed
• Deep Learning for Energy Time-Series Analysis and Forecasting
  15 Jun 2023 0 repositories listed
• Understanding Optimization of Deep Learning via Jacobian Matrix and Lipschitz Constant
  15 Jun 2023 0 repositories listed
• Intrusion Detection: A Deep Learning Approach
  13 Jun 2023 0 repositories listed
• Deep Gaussian Mixture Ensembles
  12 Jun 2023 0 repositories listed
• In-context Cross-Density Adaptation on Noisy Mammogram Abnormalities Detection
  12 Jun 2023 0 repositories listed
• Fault Localization for Buggy Deep Learning Framework Conversions in Image Recognition
  10 Jun 2023 0 repositories listed
• Optimized Three Deep Learning Models Based-PSO Hyperparameters for Beijing PM2.5 Prediction
  10 Jun 2023 0 repositories listed
• Automated Labeling of German Chest X-Ray Radiology Reports using Deep Learning
  9 Jun 2023 0 repositories listed
• C(NN)FD -- a deep learning framework for turbomachinery CFD analysis
  9 Jun 2023 0 repositories listed
• Interpretation of immunofluorescence slides by deep learning techniques: anti-nuclear antibodies case study
  9 Jun 2023 0 repositories listed
• Spike timing reshapes robustness against attacks in spiking neural networks
  9 Jun 2023 0 repositories listed
• A Melting Pot of Evolution and Learning
  8 Jun 2023 0 repositories listed
• Non-Intrusive Load Monitoring (NILM) using Deep Neural Networks: A Review
  8 Jun 2023 0 repositories listed
• Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning
  8 Jun 2023 0 repositories listed
• Deep Learning with Partially Labeled Data for Radio Map Reconstruction
  7 Jun 2023 0 repositories listed
• Blind Transmitter Localization Using Deep Learning: A Scalability Study
  6 Jun 2023 0 repositories listed
• Deep Learning for Day Forecasts from Sparse Observations
  6 Jun 2023 0 repositories listed
• Deep neural networks architectures from the perspective of manifold learning
  6 Jun 2023 0 repositories listed
• Experimental Performance of Blind Position Estimation Using Deep Learning
  6 Jun 2023 0 repositories listed
• Modulation Classification Through Deep Learning Using Resolution Transformed Spectrograms
  6 Jun 2023 0 repositories listed
• Adversarial Ink: Componentwise Backward Error Attacks on Deep Learning
  5 Jun 2023 0 repositories listed
• Federated Deep Learning for Intrusion Detection in IoT Networks
  5 Jun 2023 0 repositories listed
• Predicting malaria dynamics in Burundi using deep Learning Models
  5 Jun 2023 0 repositories listed
• Quantification of Uncertainties in Deep Learning-based Environment Perception
  5 Jun 2023 0 repositories listed
• Sensitivity-Aware Finetuning for Accuracy Recovery on Deep Learning Hardware
  5 Jun 2023 0 repositories listed
• Learning from AI: An Interactive Learning Method Using a DNN Model Incorporating Expert Knowledge as a Teacher
  4 Jun 2023 0 repositories listed
• Publicly available datasets of breast histopathology H&E whole-slide images: A scoping review
  2 Jun 2023 0 repositories listed
• Spatio-Temporal Deep Learning-Assisted Reduced Security-Constrained Unit Commitment
  2 Jun 2023 0 repositories listed
• Transforming ECG Diagnosis:An In-depth Review of Transformer-based DeepLearning Models in Cardiovascular Disease Detection
  2 Jun 2023 0 repositories listed
• Adversarial-Aware Deep Learning System based on a Secondary Classical Machine Learning Verification Approach
  1 Jun 2023 0 repositories listed
• Microstructure quality control of steels using deep learning
  1 Jun 2023 0 repositories listed
• Neuronal Cell Type Classification using Deep Learning
  1 Jun 2023 0 repositories listed
• OTW: Optimal Transport Warping for Time Series
  1 Jun 2023 0 repositories listed
• Overview of Deep Learning Methods for Retinal Vessel Segmentation
  1 Jun 2023 0 repositories listed
• Prediction of Post-Operative Renal and Pulmonary Complications Using Transformers
  1 Jun 2023 0 repositories listed
• Quantifying Deep Learning Model Uncertainty in Conformal Prediction
  1 Jun 2023 0 repositories listed
• Sea Ice Extraction via Remote Sensed Imagery: Algorithms, Datasets, Applications and Challenges
  1 Jun 2023 0 repositories listed
• Gemtelligence: Accelerating Gemstone classification with Deep Learning
  31 May 2023 0 repositories listed
• Toward Understanding Why Adam Converges Faster Than SGD for Transformers
  31 May 2023 0 repositories listed
• VIPriors 3: Visual Inductive Priors for Data-Efficient Deep Learning Challenges
  31 May 2023 0 repositories listed
• An Evaluation of Lightweight Deep Learning Techniques in Medical Imaging for High Precision COVID-19 Diagnostics
  30 May 2023 0 repositories listed
• Dark Web Activity Classification Using Deep Learning
  30 May 2023 0 repositories listed
• Phase Correction using Deep Learning for Satellite-to-Ground CV-QKD
  30 May 2023 0 repositories listed
• Scene restoration from scaffold occlusion using deep learning-based methods
  30 May 2023 0 repositories listed
• Simulation-Aided Deep Learning for Laser Ultrasonic Visualization Testing
  30 May 2023 0 repositories listed
• Smooth, exact rotational symmetrization for deep learning on point clouds
  30 May 2023 0 repositories listed
• The News Delivery Channel Recommendation Based on Granular Neural Network
  30 May 2023 0 repositories listed
• TrueDeep: A systematic approach of crack detection with less data
  30 May 2023 0 repositories listed
• Can We Trust Explainable AI Methods on ASR? An Evaluation on Phoneme Recognition
  29 May 2023 0 repositories listed
• Intelligent gradient amplification for deep neural networks
  29 May 2023 0 repositories listed
• The mechanism underlying successful deep learning
  29 May 2023 0 repositories listed
• A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU
  27 May 2023 0 repositories listed
• Deep Learning based Fingerprint Presentation Attack Detection: A Comprehensive Survey
  27 May 2023 0 repositories listed
• Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs
  27 May 2023 0 repositories listed
• Trustworthy Deep Learning for Medical Image Segmentation
  27 May 2023 0 repositories listed
• Understanding Emotion Valence is a Joint Deep Learning Task
  27 May 2023 0 repositories listed
• An Analytic End-to-End Deep Learning Algorithm based on Collaborative Learning
  26 May 2023 0 repositories listed
• Building One-class Detector for Anything: Open-vocabulary Zero-shot OOD Detection Using Text-image Models
  26 May 2023 0 repositories listed
• DeepSI: Interactive Deep Learning for Semantic Interaction
  26 May 2023 0 repositories listed
• Gender, Smoking History and Age Prediction from Laryngeal Images
  26 May 2023 0 repositories listed
• Green Runner: A tool for efficient model selection from model repositories
  26 May 2023 0 repositories listed
• ProGroTrack: Deep Learning-Assisted Tracking of Intracellular Protein Growth Dynamics
  26 May 2023 0 repositories listed
• E2EAI: End-to-End Deep Learning Framework for Active Investing
  25 May 2023 0 repositories listed
• NODDLE: Node2vec based deep learning model for link prediction
  25 May 2023 0 repositories listed
• Non-adversarial Robustness of Deep Learning Methods for Computer Vision
  24 May 2023 0 repositories listed
• Test like you Train in Implicit Deep Learning
  24 May 2023 0 repositories listed
• A Rigorous Link between Deep Ensembles and (Variational) Bayesian Methods
  24 May 2023 0 repositories listed
• Deep Learning-based Bio-Medical Image Segmentation using UNet Architecture and Transfer Learning
  24 May 2023 0 repositories listed
• Deep Learning and Ethics
  24 May 2023 0 repositories listed
• Reconfigurable Distributed FPGA Cluster Design for Deep Learning Accelerators
  24 May 2023 0 repositories listed
• Deep GEM-Based Network for Weakly Supervised UWB Ranging Error Mitigation
  23 May 2023 0 repositories listed
• Deep Learning with Kernels through RKHM and the Perron-Frobenius Operator
  23 May 2023 0 repositories listed
• Reviewing Evolution of Learning Functions and Semantic Information Measures for Understanding Deep Learning
  23 May 2023 0 repositories listed
• An Optimized Ensemble Deep Learning Model For Brain Tumor Classification
  22 May 2023 0 repositories listed
• FGAM:Fast Adversarial Malware Generation Method Based on Gradient Sign
  22 May 2023 0 repositories listed
• Deep-Learning Based Reconfigurable Intelligent Surfaces for Intervehicular Communication
  21 May 2023 0 repositories listed
• Comparative Analysis of Deep Learning Models for Brand Logo Classification in Real-World Scenarios
  20 May 2023 0 repositories listed
• GELU Activation Function in Deep Learning: A Comprehensive Mathematical Analysis and Performance
  20 May 2023 0 repositories listed
• A Generic Performance Model for Deep Learning in a Distributed Environment
  19 May 2023 0 repositories listed
• Deep Learning Approaches to Lexical Simplification: A Survey
  19 May 2023 0 repositories listed
• Embrace Limited and Imperfect Training Datasets: Opportunities and Challenges in Plant Disease Recognition Using Deep Learning
  19 May 2023 0 repositories listed
• ISP meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing
  19 May 2023 0 repositories listed
• Explaining V1 Properties with a Biologically Constrained Deep Learning Architecture
  18 May 2023 0 repositories listed
• A Survey on Multi-Objective based Parameter Optimization for Deep Learning
  17 May 2023 0 repositories listed
• ACRoBat: Optimizing Auto-batching of Dynamic Deep Learning at Compile Time
  17 May 2023 0 repositories listed
• Exploring the Space of Key-Value-Query Models with Intention
  17 May 2023 0 repositories listed
• Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences
  17 May 2023 0 repositories listed
• A Novel Strategy for Improving Robustness in Computer Vision Manufacturing Defect Detection
  16 May 2023 0 repositories listed
• Generative Adversarial Networks for Brain Images Synthesis: A Review
  16 May 2023 0 repositories listed
• Improved Type III solar radio burst detection using congruent deep learning models
  16 May 2023 0 repositories listed
• Deep Learning Empowered Type-II Codebook: New Paradigm for Enhancing CSI Feedback
  14 May 2023 0 repositories listed
• MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning
  13 May 2023 0 repositories listed
• Deep Learning for Asynchronous Massive Access with Data Frame Length Diversity
  12 May 2023 0 repositories listed