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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 84 of 95: papers 8,301 to 8,400 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.

• FADL:Federated-Autonomous Deep Learning for Distributed Electronic Health Record
  28 Nov 2018 0 repositories listed
• Algae Detection Using Computer Vision and Deep Learning
  27 Nov 2018 0 repositories listed
• Automatic Image Stylization Using Deep Fully Convolutional Networks
  27 Nov 2018 0 repositories listed
• MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices
  27 Nov 2018 0 repositories listed
• Reliable uncertainty estimate for antibiotic resistance classification with Stochastic Gradient Langevin Dynamics
  27 Nov 2018 0 repositories listed
• Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications
  24 Nov 2018 0 repositories listed
• Polar Decoding on Sparse Graphs with Deep Learning
  24 Nov 2018 0 repositories listed
• Black-Box Autoregressive Density Estimation for State-Space Models
  20 Nov 2018 0 repositories listed
• Variance Suppression: Balanced Training Process in Deep Learning
  20 Nov 2018 0 repositories listed
• How far from automatically interpreting deep learning
  19 Nov 2018 0 repositories listed
• Past, Present, and Future Approaches Using Computer Vision for Animal Re-Identification from Camera Trap Data
  19 Nov 2018 0 repositories listed
• Self-Referenced Deep Learning
  19 Nov 2018 0 repositories listed
• Deep Learning based Pedestrian Detection at Distance in Smart Cities
  18 Nov 2018 0 repositories listed
• Deep Learning with Inaccurate Training Data for Image Restoration
  18 Nov 2018 0 repositories listed
• Classifiers Based on Deep Sparse Coding Architectures are Robust to Deep Learning Transferable Examples
  17 Nov 2018 0 repositories listed
• Cross-modality deep learning brings bright-field microscopy contrast to holography
  17 Nov 2018 0 repositories listed
• Anomaly Detection using Deep Learning based Image Completion
  16 Nov 2018 0 repositories listed
• Image Classification at Supercomputer Scale
  16 Nov 2018 0 repositories listed
• Concept-Oriented Deep Learning: Generative Concept Representations
  15 Nov 2018 0 repositories listed
• Effects of Lombard Reflex on the Performance of Deep-Learning-Based Audio-Visual Speech Enhancement Systems
  15 Nov 2018 0 repositories listed
• On Training Targets and Objective Functions for Deep-Learning-Based Audio-Visual Speech Enhancement
  15 Nov 2018 0 repositories listed
• Stable Tensor Neural Networks for Rapid Deep Learning
  15 Nov 2018 0 repositories listed
• Towards Explainable Deep Learning for Credit Lending: A Case Study
  15 Nov 2018 0 repositories listed
• Bandana: Using Non-volatile Memory for Storing Deep Learning Models
  14 Nov 2018 0 repositories listed
• Interpretable deep learning for guided structure-property explorations in photovoltaics
  14 Nov 2018 0 repositories listed
• An Orchestrated Empirical Study on Deep Learning Frameworks and Platforms
  13 Nov 2018 0 repositories listed
• Cross-lingual Short-text Matching with Deep Learning
  13 Nov 2018 0 repositories listed
• How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering?
  13 Nov 2018 0 repositories listed
• Vehicle Re-identification Using Quadruple Directional Deep Learning Features
  13 Nov 2018 0 repositories listed
• Deep Learning Based Transmitter Identification using Power Amplifier Nonlinearity
  12 Nov 2018 0 repositories listed
• Deep Learning versus Classical Regression for Brain Tumor Patient Survival Prediction
  12 Nov 2018 0 repositories listed
• Focusing on the Big Picture: Insights into a Systems Approach to Deep Learning for Satellite Imagery
  12 Nov 2018 0 repositories listed
• Explaining Deep Learning Models using Causal Inference
  11 Nov 2018 0 repositories listed
• Pedestrian Collision Avoidance System (PeCAS): a Deep Learning Framework
  11 Nov 2018 0 repositories listed
• Deep Learning Approach for Building Detection in Satellite Multispectral Imagery
  10 Nov 2018 0 repositories listed
• A Convergence Theory for Deep Learning via Over-Parameterization
  9 Nov 2018 0 repositories listed
• Skeptical Deep Learning with Distribution Correction
  9 Nov 2018 0 repositories listed
• Activation Functions: Comparison of trends in Practice and Research for Deep Learning
  8 Nov 2018 0 repositories listed
• Bayesian Deep Learning for Exoplanet Atmospheric Retrieval
  8 Nov 2018 0 repositories listed
• Deep Learning Predicts Hip Fracture using Confounding Patient and Healthcare Variables
  8 Nov 2018 0 repositories listed
• Learning Dense Stereo Matching for Digital Surface Models from Satellite Imagery
  8 Nov 2018 0 repositories listed
• Bayesian State Estimation for Unobservable Distribution Systems via Deep Learning
  7 Nov 2018 0 repositories listed
• Explaining Deep Learning Models - A Bayesian Non-parametric Approach
  7 Nov 2018 0 repositories listed
• An amplitudes-perturbation data augmentation method in convolutional neural networks for EEG decoding
  6 Nov 2018 0 repositories listed
• Double Adaptive Stochastic Gradient Optimization
  6 Nov 2018 0 repositories listed
• In-the-wild Facial Expression Recognition in Extreme Poses
  6 Nov 2018 0 repositories listed
• Modeling and Predicting Popularity Dynamics via Deep Learning Attention Mechanism
  6 Nov 2018 0 repositories listed
• Sample Compression, Support Vectors, and Generalization in Deep Learning
  5 Nov 2018 0 repositories listed
• Multi-Level Sensor Fusion with Deep Learning
  5 Nov 2018 0 repositories listed
• Auto-ML Deep Learning for Rashi Scripts OCR
  3 Nov 2018 0 repositories listed
• Deep Learning based Computer-Aided Diagnosis Systems for Diabetic Retinopathy: A Survey
  3 Nov 2018 0 repositories listed
• One-Bit OFDM Receivers via Deep Learning
  2 Nov 2018 0 repositories listed
• Topological Approaches to Deep Learning
  2 Nov 2018 0 repositories listed
• Connections between physics, mathematics and deep learning
  1 Nov 2018 0 repositories listed
• Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation
  1 Nov 2018 0 repositories listed
• Democratizing Production-Scale Distributed Deep Learning
  31 Oct 2018 0 repositories listed
• Automated Diagnosis of Lymphoma with Digital Pathology Images Using Deep Learning
  30 Oct 2018 0 repositories listed
• Deep Learning as Feature Encoding for Emotion Recognition
  30 Oct 2018 0 repositories listed
• Weak-supervision for Deep Representation Learning under Class Imbalance
  30 Oct 2018 0 repositories listed
• Cascaded CNN-resBiLSTM-CTC: An End-to-End Acoustic Model For Speech Recognition
  29 Oct 2018 0 repositories listed
• Multi-label Multi-task Deep Learning for Behavioral Coding
  29 Oct 2018 0 repositories listed
• A Hitchhiker's Guide On Distributed Training of Deep Neural Networks
  28 Oct 2018 0 repositories listed
• Automating Generation of Low Precision Deep Learning Operators
  25 Oct 2018 0 repositories listed
• HAR-Net:Fusing Deep Representation and Hand-crafted Features for Human Activity Recognition
  25 Oct 2018 0 repositories listed
• A Deep Learning Strategy for Vehicular Floating Content Management
  24 Oct 2018 0 repositories listed
• Forecasting Individualized Disease Trajectories using Interpretable Deep Learning
  24 Oct 2018 0 repositories listed
• Precipitation Nowcasting: Leveraging bidirectional LSTM and 1D CNN
  24 Oct 2018 0 repositories listed
• Solving Poisson's Equation using Deep Learning in Particle Simulation of PN Junction
  24 Oct 2018 0 repositories listed
• NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision
  23 Oct 2018 0 repositories listed
• A Comparative Study of Fruit Detection and Counting Methods for Yield Mapping in Apple Orchards
  22 Oct 2018 0 repositories listed
• LAMVI-2: A Visual Tool for Comparing and Tuning Word Embedding Models
  22 Oct 2018 0 repositories listed
• Ruuh: A Deep Learning Based Conversational Social Agent
  22 Oct 2018 0 repositories listed
• Analog-to-digital conversion revolutionized by deep learning
  21 Oct 2018 0 repositories listed
• To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference
  21 Oct 2018 0 repositories listed
• From Machine to Machine: An OCT-trained Deep Learning Algorithm for Objective Quantification of Glaucomatous Damage in Fundus Photographs
  20 Oct 2018 0 repositories listed
• PositNN: Tapered Precision Deep Learning Inference for the Edge
  20 Oct 2018 0 repositories listed
• A Comparative Analysis of Registration Tools: Traditional vs Deep Learning Approach on High Resolution Tissue Cleared Data
  19 Oct 2018 0 repositories listed
• Embedded Deep Learning for Face Detection and Emotion Recognition with Intel© Movidius (TM) Neural Compute Stick
  19 Oct 2018 0 repositories listed
• Sequenced-Replacement Sampling for Deep Learning
  19 Oct 2018 0 repositories listed
• Towards Transparent Neural Network Acceleration
  19 Oct 2018 0 repositories listed
• Adaptivity of deep ReLU network for learning in Besov and mixed smooth Besov spaces: optimal rate and curse of dimensionality
  18 Oct 2018 0 repositories listed
• Compositional Verification for Autonomous Systems with Deep Learning Components
  18 Oct 2018 0 repositories listed
• Deep Learning vs. Human Graders for Classifying Severity Levels of Diabetic Retinopathy in a Real-World Nationwide Screening Program
  18 Oct 2018 0 repositories listed
• Collaborative Deep Learning Across Multiple Data Centers
  16 Oct 2018 0 repositories listed
• DN-ResNet: Efficient Deep Residual Network for Image Denoising
  16 Oct 2018 0 repositories listed
• Improving Data Quality through Deep Learning and Statistical Models
  16 Oct 2018 0 repositories listed
• Projecting Trouble: Light Based Adversarial Attacks on Deep Learning Classifiers
  16 Oct 2018 0 repositories listed
• Security Matters: A Survey on Adversarial Machine Learning
  16 Oct 2018 0 repositories listed
• The Newton Scheme for Deep Learning
  16 Oct 2018 0 repositories listed
• Composing RNNs and FSTs for Small Data: Recovering Missing Characters in Old Hawaiian Text
  15 Oct 2018 0 repositories listed
• Deep learning-based super-resolution in coherent imaging systems
  15 Oct 2018 0 repositories listed
• Learning to Segment Corneal Tissue Interfaces in OCT Images
  15 Oct 2018 0 repositories listed
• Stop Illegal Comments: A Multi-Task Deep Learning Approach
  15 Oct 2018 0 repositories listed
• Cloud Detection Algorithm for Remote Sensing Images Using Fully Convolutional Neural Networks
  13 Oct 2018 0 repositories listed
• Embedded deep learning in ophthalmology: Making ophthalmic imaging smarter
  13 Oct 2018 0 repositories listed
• Incremental Deep Learning for Robust Object Detection in Unknown Cluttered Environments
  13 Oct 2018 0 repositories listed
• A Gentle Introduction to Deep Learning in Medical Image Processing
  12 Oct 2018 0 repositories listed
• ISA Mapper: A Compute and Hardware Agnostic Deep Learning Compiler
  12 Oct 2018 0 repositories listed
• Protein Family Classification using Deep Learning
  12 Oct 2018 0 repositories listed
• A Blended Deep Learning Approach for Predicting User Intended Actions
  11 Oct 2018 0 repositories listed