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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 59 of 95: papers 5,801 to 5,900 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.

• Forecasting Market Prices using DL with Data Augmentation and Meta-learning: ARIMA still wins!
  19 Oct 2021 0 repositories listed
• Zero-Shot Physics-Guided Deep Learning for Subject-Specific MRI Reconstruction
  19 Oct 2021 0 repositories listed
• Natural Image Reconstruction from fMRI using Deep Learning: A Survey
  18 Oct 2021 0 repositories listed
• A Deep Learning-based Approach for Real-time Facemask Detection
  17 Oct 2021 0 repositories listed
• Explaining generalization in deep learning: progress and fundamental limits
  17 Oct 2021 0 repositories listed
• Network Augmentation for Tiny Deep Learning
  17 Oct 2021 0 repositories listed
• Deep Learning and Spectral Embedding for Graph Partitioning
  16 Oct 2021 0 repositories listed
• Advances and Challenges in Deep Lip Reading
  15 Oct 2021 0 repositories listed
• Exploratory Lagrangian-Based Particle Tracing Using Deep Learning
  15 Oct 2021 0 repositories listed
• Gait-based Frailty Assessment using Image Representation of IMU Signals and Deep CNN
  15 Oct 2021 0 repositories listed
• Provable Regret Bounds for Deep Online Learning and Control
  15 Oct 2021 0 repositories listed
• CNN-DST: ensemble deep learning based on Dempster-Shafer theory for vibration-based fault recognition
  14 Oct 2021 0 repositories listed
• DeepSSM: A Blueprint for Image-to-Shape Deep Learning Models
  14 Oct 2021 0 repositories listed
• Domain generalization in deep learning for contrast-enhanced imaging
  14 Oct 2021 0 repositories listed
• Rethinking Point Cloud Filtering: A Non-Local Position Based Approach
  14 Oct 2021 0 repositories listed
• Secure Precoding in MIMO-NOMA: A Deep Learning Approach
  14 Oct 2021 0 repositories listed
• A Field Guide to Scientific XAI: Transparent and Interpretable Deep Learning for Bioinformatics Research
  13 Oct 2021 0 repositories listed
• Adversarial Scene Reconstruction and Object Detection System for Assisting Autonomous Vehicle
  13 Oct 2021 0 repositories listed
• Bond Default Prediction with Text Embeddings, Undersampling and Deep Learning
  13 Oct 2021 0 repositories listed
• Out-of-Distribution Robustness in Deep Learning Compression
  13 Oct 2021 0 repositories listed
• Vibration-Based Condition Monitoring By Ensemble Deep Learning
  13 Oct 2021 0 repositories listed
• Deep Learning for Bias Detection: From Inception to Deployment
  12 Oct 2021 0 repositories listed
• Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks
  12 Oct 2021 0 repositories listed
• A Survey of Online Auction Mechanism Design Using Deep Learning Approaches
  11 Oct 2021 0 repositories listed
• Deep Video Anomaly Detection: Opportunities and Challenges
  11 Oct 2021 0 repositories listed
• Deep learning-based person re-identification methods: A survey and outlook of recent works
  10 Oct 2021 0 repositories listed
• Towards Robust Representation of Limit Orders Books for Deep Learning Models
  10 Oct 2021 0 repositories listed
• A Primer on Deep Learning for Causal Inference
  9 Oct 2021 0 repositories listed
• Harnessing Unlabeled Data to Improve Generalization of Biometric Gender and Age Classifiers
  9 Oct 2021 0 repositories listed
• ProductAE: Towards Training Larger Channel Codes based on Neural Product Codes
  9 Oct 2021 0 repositories listed
• Self-explaining Neural Network with Concept-based Explanations for ICU Mortality Prediction
  9 Oct 2021 0 repositories listed
• A Loss Curvature Perspective on Training Instability in Deep Learning
  8 Oct 2021 0 repositories listed
• COVID-19 Face Mask Recognition with Advanced Face Cut Algorithm for Human Safety Measures
  8 Oct 2021 0 repositories listed
• Graphs as Tools to Improve Deep Learning Methods
  8 Oct 2021 0 repositories listed
• Image Compression and Classification Using Qubits and Quantum Deep Learning
  8 Oct 2021 0 repositories listed
• Text analysis and deep learning: A network approach
  8 Oct 2021 0 repositories listed
• Deep Learning Model Explainability for Inspection Accuracy Improvement in the Automotive Industry
  7 Oct 2021 0 repositories listed
• DeepECMP: Predicting Extracellular Matrix Proteins using Deep Learning
  7 Oct 2021 0 repositories listed
• An Uncertainty-aware Loss Function for Training Neural Networks with Calibrated Predictions
  7 Oct 2021 0 repositories listed
• Learning post-processing for QRS detection using Recurrent Neural Network
  7 Oct 2021 0 repositories listed
• Multivariate Anomaly Detection based on Prediction Intervals Constructed using Deep Learning
  7 Oct 2021 0 repositories listed
• A Deep Learning-based Audio-in-Image Watermarking Scheme
  6 Oct 2021 0 repositories listed
• A Survey on Recent Deep Learning-driven Singing Voice Synthesis Systems
  6 Oct 2021 0 repositories listed
• Bach Style Music Authoring System based on Deep Learning
  6 Oct 2021 0 repositories listed
• SWAT Watershed Model Calibration using Deep Learning
  6 Oct 2021 0 repositories listed
• A Hybrid Spatial-temporal Deep Learning Architecture for Lane Detection
  5 Oct 2021 0 repositories listed
• Decoding ECoG signal into 3D hand translation using deep learning
  5 Oct 2021 0 repositories listed
• Efficient GPU implementation of randomized SVD and its applications
  5 Oct 2021 0 repositories listed
• S2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning
  5 Oct 2021 0 repositories listed
• Short-term precipitation prediction using deep learning
  5 Oct 2021 0 repositories listed
• Deep Learning Approach Protecting Privacy in Camera-Based Critical Applications
  4 Oct 2021 0 repositories listed
• Scaling Graph-based Deep Learning models to larger networks
  4 Oct 2021 0 repositories listed
• Towards efficient end-to-end speech recognition with biologically-inspired neural networks
  4 Oct 2021 0 repositories listed
• Deep Learning for Principal-Agent Mean Field Games
  3 Oct 2021 0 repositories listed
• Evaluating Deep Learning Models and Adversarial Attacks on Accelerometer-Based Gesture Authentication
  3 Oct 2021 0 repositories listed
• Deep Learning for Rain Fade Prediction in Satellite Communications
  2 Oct 2021 0 repositories listed
• Characterizing Concurrency Mechanisms for NVIDIA GPUs under Deep Learning Workloads
  1 Oct 2021 0 repositories listed
• A Review of Text Style Transfer using Deep Learning
  30 Sep 2021 0 repositories listed
• Deep Learning-based Action Detection in Untrimmed Videos: A Survey
  30 Sep 2021 0 repositories listed
• A hybrid integrated deep learning model for predicting various air pollutants
  29 Sep 2021 0 repositories listed
• A Practical PAC-Bayes Generalisation Bound for Deep Learning
  29 Sep 2021 0 repositories listed
• Can network pruning benefit deep learning under label noise?
  29 Sep 2021 0 repositories listed
• Causal ImageNet: How to discover spurious features in Deep Learning?
  29 Sep 2021 0 repositories listed
• Deep Neural Networks on EEG signals to predict Attention Score using Gramian Angular Difference Field
  29 Sep 2021 0 repositories listed
• Distribution-Driven Disjoint Prediction Intervals for Deep Learning
  29 Sep 2021 0 repositories listed
• Efficient Second-Order Optimization for Deep Learning with Kernel Machines
  29 Sep 2021 0 repositories listed
• Evaluating Predictive Distributions: Does Bayesian Deep Learning Work?
  29 Sep 2021 0 repositories listed
• Exact Stochastic Newton Method for Deep Learning: the feedforward networks case.
  29 Sep 2021 0 repositories listed
• Fast Generic Interaction Detection for Model Interpretability and Compression
  29 Sep 2021 0 repositories listed
• FedNAS: Federated Deep Learning via Neural Architecture Search
  29 Sep 2021 0 repositories listed
• GRAND++: Graph Neural Diffusion with A Source Term
  29 Sep 2021 0 repositories listed
• How to deal with missing data in supervised deep learning?
  29 Sep 2021 0 repositories listed
• Informative Robust Causal Representation for Generalizable Deep Learning
  29 Sep 2021 0 repositories listed
• k-Mixup Regularization for Deep Learning via Optimal Transport
  29 Sep 2021 0 repositories listed
• Kokoyi: Executable LaTeX for End-to-end Deep Learning
  29 Sep 2021 0 repositories listed
• L-SR1 Adaptive Regularization by Cubics for Deep Learning
  29 Sep 2021 0 repositories listed
• Localized Persistent Homologies for more Effective Deep Learning
  29 Sep 2021 0 repositories listed
• Logarithmic Unbiased Quantization: Practical 4-bit Training in Deep Learning
  29 Sep 2021 0 repositories listed
• Losing Less: A Loss for Differentially Private Deep Learning
  29 Sep 2021 0 repositories listed
• Model-Efficient Deep Learning with Kernelized Classification
  29 Sep 2021 0 repositories listed
• Multi-loss ensemble deep learning for chest X-ray classification
  29 Sep 2021 0 repositories listed
• Multi-Trigger-Key: Towards Multi-Task Privacy-Preserving In Deep Learning
  29 Sep 2021 0 repositories listed
• Non-reversible Parallel Tempering for Uncertainty Approximation in Deep Learning
  29 Sep 2021 0 repositories listed
• Practical Adversarial Training with Differential Privacy for Deep Learning
  29 Sep 2021 0 repositories listed
• Robust Unlearnable Examples: Protecting Data Privacy Against Adversarial Learning
  29 Sep 2021 0 repositories listed
• Sparse Hierarchical Table Ensemble
  29 Sep 2021 0 repositories listed
• Tabular Data Imputation: Choose KNN over Deep Learning
  29 Sep 2021 0 repositories listed
• Towards Uncertainties in Deep Learning that Are Accurate and Calibrated
  29 Sep 2021 0 repositories listed
• Unlocking the potential of deep learning for marine ecology: overview, applications, and outlook
  29 Sep 2021 0 repositories listed
• Multi-Semantic Image Recognition Model and Evaluating Index for explaining the deep learning models
  28 Sep 2021 0 repositories listed
• Bayesian deep learning of affordances from RGB images
  27 Sep 2021 0 repositories listed
• Deep Learning Based Resource Assignment for Wireless Networks
  27 Sep 2021 0 repositories listed
• DOODLER: Determining Out-Of-Distribution Likelihood from Encoder Reconstructions
  27 Sep 2021 0 repositories listed
• Effect Of Personalized Calibration On Gaze Estimation Using Deep-Learning
  27 Sep 2021 0 repositories listed
• Federated Deep Learning with Bayesian Privacy
  27 Sep 2021 0 repositories listed
• Machine Learning based Medical Image Deepfake Detection: A Comparative Study
  27 Sep 2021 0 repositories listed
• N-shot Palm Vein Verification Using Siamese Networks
  27 Sep 2021 0 repositories listed
• Plane-Wave Ultrasound Beamforming: A Deep Learning Approach
  27 Sep 2021 0 repositories listed
• Visual Anomaly Detection for Images: A Survey
  27 Sep 2021 0 repositories listed
• Automated Multi-Process CTC Detection using Deep Learning
  26 Sep 2021 0 repositories listed