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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 4 of 95: papers 301 to 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.

• Deep Neural Networks and Tabular Data: A Survey
  5 Oct 2021 2 repositories listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Geometric Algebra Attention Networks for Small Point Clouds
  5 Oct 2021 2 repositories listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Seeking an Optimal Approach for Computer-Aided Pulmonary Embolism Detection
  15 Sep 2021 2 repositories listed
• Co-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction
  11 Sep 2021 2 repositories listed
• Evidential Deep Learning for Open Set Action Recognition
  21 Jul 2021 2 repositories listed Syntology official (archive's flag): 1 ran · 5 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 4 pointer-only (licence)
• Deep Learning for Face Anti-Spoofing: A Survey
  28 Jun 2021 2 repositories listed Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Ranger21: a synergistic deep learning optimizer
  25 Jun 2021 2 repositories listed
• Memory Augmented Optimizers for Deep Learning
  20 Jun 2021 2 repositories listed
• Deep Learning for Functional Data Analysis with Adaptive Basis Layers
  19 Jun 2021 2 repositories listed Syntology community repositories only · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• DeepLM: Large-Scale Nonlinear Least Squares on Deep Learning Frameworks Using Stochastic Domain Decomposition
  19 Jun 2021 2 repositories listed
• Distributed Deep Learning in Open Collaborations
  18 Jun 2021 2 repositories listed Syntology official: harvested, nothing ran · 0 ran · 5 unverified (of 5 harvested samples)
• Deep Learning-based Type Identification of Volumetric MRI Sequences
  6 Jun 2021 2 repositories listed
• NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning
  3 Jun 2021 2 repositories listed Syntology official (archive's flag): 7 ran · 9 ran (of which 5 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 15 harvested samples) · 3 pointer-only (licence)
• Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks
  28 May 2021 2 repositories listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 4 pointer-only (licence)
• XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data
  26 May 2021 2 repositories listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified (of 15 harvested samples)
• Deep Learning-based Damage Mapping with InSAR Coherence Time Series
  24 May 2021 2 repositories listed Syntology official (archive's flag): 1 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 15 harvested samples)
• Embracing New Techniques in Deep Learning for Estimating Image Memorability
  21 May 2021 2 repositories listed
• CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNet
  17 May 2021 2 repositories listed
• Deep Learning Based Steel Pipe Weld Defect Detection
  30 Apr 2021 2 repositories listed
• PocketNet: A Smaller Neural Network for Medical Image Analysis
  21 Apr 2021 2 repositories listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
• The World as a Graph: Improving El Niño Forecasts with Graph Neural Networks
  11 Apr 2021 2 repositories listed
• deepregression: a Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression
  6 Apr 2021 2 repositories listed
• A Temporal Kernel Approach for Deep Learning with Continuous-time Information
  28 Mar 2021 2 repositories listed
• FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery
  9 Mar 2021 2 repositories listed
• Benchmarking Robustness of Deep Learning Classifiers Using Two-Factor Perturbation
  2 Mar 2021 2 repositories listed
• Practical and Private (Deep) Learning without Sampling or Shuffling
  26 Feb 2021 2 repositories listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Self-Tuning for Data-Efficient Deep Learning
  25 Feb 2021 2 repositories listed
• Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction
  18 Feb 2021 2 repositories listed
• COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approach
  11 Feb 2021 2 repositories listed
• Structured Sparsity Inducing Adaptive Optimizers for Deep Learning
  7 Feb 2021 2 repositories listed
• Numerical Weather Forecasting using Convolutional-LSTM with Attention and Context Matcher Mechanisms
  1 Feb 2021 2 repositories listed
• Multi-Time Attention Networks for Irregularly Sampled Time Series
  25 Jan 2021 2 repositories listed Syntology official (archive's flag): 1 ran · 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset
  28 Dec 2020 2 repositories listed
• TorchMD: A deep learning framework for molecular simulations
  22 Dec 2020 2 repositories listed
• Deploying deep learning in OpenFOAM with TensorFlow
  1 Dec 2020 2 repositories listed
• Deep learning approach to left ventricular non-compaction measurement
  30 Nov 2020 2 repositories listed
• Can GAN originate new electronic dance music genres? -- Generating novel rhythm patterns using GAN with Genre Ambiguity Loss
  25 Nov 2020 2 repositories listed
• Deep learning insights into cosmological structure formation
  20 Nov 2020 2 repositories listed
• Deep Learning for Text Style Transfer: A Survey
  1 Nov 2020 2 repositories listed
• The Deep Bootstrap Framework: Good Online Learners are Good Offline Generalizers
  16 Oct 2020 2 repositories listed
• Deep learning for time series classification
  1 Oct 2020 2 repositories listed
• High-throughput molecular imaging via deep learning enabled Raman spectroscopy
  28 Sep 2020 2 repositories listed
• Medical Image Segmentation Using Deep Learning: A Survey
  28 Sep 2020 2 repositories listed
• EEGdenoiseNet: A benchmark dataset for end-to-end deep learning solutions of EEG denoising
  24 Sep 2020 2 repositories listed
• Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks
  23 Sep 2020 2 repositories listed
• A Deep Learning Approach to Geographical Candidate Selection through Toponym Matching
  17 Sep 2020 2 repositories listed
• Monitoring Spatial Sustainable Development: semi-automated analysis of Satellite and Aerial Images for Energy Transition and Sustainability Indicators
  12 Sep 2020 2 repositories listed
• Applications of Deep Neural Networks with Keras
  11 Sep 2020 2 repositories listed
• Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning
  27 Aug 2020 2 repositories listed
• BraggNN: Fast X-ray Bragg Peak Analysis Using Deep Learning
  18 Aug 2020 2 repositories listed
• Deep Learning Predicts Cardiovascular Disease Risks from Lung Cancer Screening Low Dose Computed Tomography
  16 Aug 2020 2 repositories listed
• Model Generalization in Deep Learning Applications for Land Cover Mapping
  9 Aug 2020 2 repositories listed
• Complete parameter inference for GW150914 using deep learning
  7 Aug 2020 2 repositories listed Syntology 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples)
• A Survey on Text Classification: From Shallow to Deep Learning
  2 Aug 2020 2 repositories listed
• Self-supervised learning through the eyes of a child
  31 Jul 2020 2 repositories listed Syntology official: harvested, nothing ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 2 pointer-only (licence)
• Dissimilarity Mixture Autoencoder for Deep Clustering
  15 Jun 2020 2 repositories listed
• Emotion Recognition in Audio and Video Using Deep Neural Networks
  15 Jun 2020 2 repositories listed
• Markov-Lipschitz Deep Learning
  15 Jun 2020 2 repositories listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 7 harvested samples)
• Is deep learning necessary for simple classification tasks?
  11 Jun 2020 2 repositories listed
• Seq2Seq AI Chatbot with Attention Mechanism
  4 Jun 2020 2 repositories listed
• Deceiving computers in Reverse Turing Test through Deep Learning
  1 Jun 2020 2 repositories listed
• Reconstructing undersampled photoacoustic microscopy images using deep learning
  30 May 2020 2 repositories listed
• Optimizing Deep Learning Recommender Systems' Training On CPU Cluster Architectures
  10 May 2020 2 repositories listed
• Detecting and Counting Pistachios based on Deep Learning
  8 May 2020 2 repositories listed
• EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version control
  30 Apr 2020 2 repositories listed
• Deep Learning for Time Series Forecasting: Tutorial and Literature Survey
  21 Apr 2020 2 repositories listed Syntology 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples)
• CMRNet++: Map and Camera Agnostic Monocular Visual Localization in LiDAR Maps
  20 Apr 2020 2 repositories listed
• Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation
  20 Apr 2020 2 repositories listed
• A Fortran-Keras Deep Learning Bridge for Scientific Computing
  14 Apr 2020 2 repositories listed
• Facial Expression Recognition with Deep Learning
  8 Apr 2020 2 repositories listed
• Deep Learning Based Text Classification: A Comprehensive Review
  6 Apr 2020 2 repositories listed
• FALCON: Honest-Majority Maliciously Secure Framework for Private Deep Learning
  5 Apr 2020 2 repositories listed
• Deep transformation models: Tackling complex regression problems with neural network based transformation models
  1 Apr 2020 2 repositories listed Syntology official: not harvested · 0 ran · 2 unverified (of 2 harvested samples)
• Towards democratizing music production with AI-Design of Variational Autoencoder-based Rhythm Generator as a DAW plugin
  1 Apr 2020 2 repositories listed
• Label Noise Types and Their Effects on Deep Learning
  23 Mar 2020 2 repositories listed
• ProGraML: Graph-based Deep Learning for Program Optimization and Analysis
  23 Mar 2020 2 repositories listed
• TF-Coder: Program Synthesis for Tensor Manipulations
  19 Mar 2020 2 repositories listed Syntology official (archive's flag): 7 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 14 harvested samples)
• Overview of the TREC 2019 deep learning track
  17 Mar 2020 2 repositories listed
• Symmetry Detection of Occluded Point Cloud Using Deep Learning
  14 Mar 2020 2 repositories listed
• SuPer Deep: A Surgical Perception Framework for Robotic Tissue Manipulation using Deep Learning for Feature Extraction
  7 Mar 2020 2 repositories listed
• Fully Convolutional Variational Autoencoder For Feature Extraction Of Fire Detection System
  1 Mar 2020 2 repositories listed
• Scalable Second Order Optimization for Deep Learning
  20 Feb 2020 2 repositories listed
• BionoiNet: ligand-binding site classification with off-the-shelf deep neural network
  13 Feb 2020 2 repositories listed
• DeepSurf: A surface-based deep learning approach for the prediction of ligand binding sites on proteins
  13 Feb 2020 2 repositories listed
• Harvesting Ambient RF for Presence Detection Through Deep Learning
  13 Feb 2020 2 repositories listed
• fastai: A Layered API for Deep Learning
  11 Feb 2020 2 repositories listed Syntology official: harvested, nothing ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 8 harvested samples)
• Deep Learning Based Unsupervised and Semi-supervised Classification for Keratoconus
  31 Jan 2020 2 repositories listed
• Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning
  25 Jan 2020 2 repositories listed
• Image Segmentation Using Deep Learning: A Survey
  15 Jan 2020 2 repositories listed
• Deep Learning for Free-Hand Sketch: A Survey
  8 Jan 2020 2 repositories listed
• Combining Deep Learning and Verification for Precise Object Instance Detection
  27 Dec 2019 2 repositories listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms
  18 Dec 2019 2 repositories listed Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples)
• Epistemic Uncertainty Quantification in Deep Learning Classification by the Delta Method
  2 Dec 2019 2 repositories listed
• Learning Feature Interactions with Lorentzian Factorization Machine
  22 Nov 2019 2 repositories listed
• Auto-Calibration of Remote Sensing Solar Telescopes with Deep Learning
  10 Nov 2019 2 repositories listed
• One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation
  5 Nov 2019 2 repositories listed
• Taxonomy of Real Faults in Deep Learning Systems
  24 Oct 2019 2 repositories listed
• Self-attention for raw optical Satellite Time Series Classification
  23 Oct 2019 2 repositories listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences
  21 Oct 2019 2 repositories listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• On Empirical Comparisons of Optimizers for Deep Learning
  11 Oct 2019 2 repositories listed

Syntology lines on 24 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.