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General Classification

Papers archive 2025-07-28

archive papers tagged: 14,581 · with a code link: 3,945 · where Syntology ran a sample: 713 (560 with a run with no instrument failure, 153 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (713 of 14,581 tagged: 560 with a run with no instrument failure, 153 where every run was a failure of Syntology's instrument)

Page 3 of 146: papers 201 to 300 of 14,581, 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.

• Learning Fine-grained Image Similarity with Deep Ranking
  17 Apr 2014 6 repositories listed Syntology 9 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; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
• USB: A Unified Semi-supervised Learning Benchmark for Classification
  12 Aug 2022 5 repositories listed Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 4 honoured, 0 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
• VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text
  22 Apr 2021 5 repositories listed Syntology community repositories only · 5 ran (of which 4 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• AST: Audio Spectrogram Transformer
  5 Apr 2021 5 repositories listed Syntology community repositories only · 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) · 1 unverified (of 3 harvested samples)
• Universal Representation Learning from Multiple Domains for Few-shot Classification
  25 Mar 2021 5 repositories listed Syntology official (archive's flag): 1 ran · 20 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; 11 where Syntology's instrument failed) · 6 unverified (of 26 harvested samples)
• Trusted Multi-View Classification
  3 Feb 2021 5 repositories listed Syntology official (archive's flag): 3 ran · 6 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• Asymmetric Loss For Multi-Label Classification
  29 Sep 2020 5 repositories listed Syntology community repositories only · 10 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; 3 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples) · 9 pointer-only (licence)
• Contrastive Multi-View Representation Learning on Graphs
  10 Jun 2020 5 repositories listed Syntology community repositories only · 16 ran (of which 3 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 6 where Syntology's instrument failed) · 6 unverified (of 22 harvested samples) · 9 pointer-only (licence)
• The Plant Pathology 2020 challenge dataset to classify foliar disease of apples
  24 Apr 2020 5 repositories listed
• SPECTER: Document-level Representation Learning using Citation-informed Transformers
  15 Apr 2020 5 repositories listed Syntology official (archive's flag): 1 ran · 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)
• Editable Neural Networks
  1 Apr 2020 5 repositories listed Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 17 harvested samples) · 1 pointer-only (licence)
• DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning
  15 Mar 2020 5 repositories listed Syntology 5 ran (of which 0 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) · 2 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches
  8 Mar 2020 5 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: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples)
• A Fair Comparison of Graph Neural Networks for Graph Classification
  20 Dec 2019 5 repositories listed
• Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices
  1 Dec 2019 5 repositories listed
• An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
  4 Sep 2019 5 repositories listed
• Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications
  6 Jun 2019 5 repositories listed
• Semi-supervised semantic segmentation needs strong, varied perturbations
  5 Jun 2019 5 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) · 2 unverified (of 3 harvested samples)
• Local Relation Networks for Image Recognition
  25 Apr 2019 5 repositories listed Syntology 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) · 1 pointer-only (licence)
• RawNet: Advanced end-to-end deep neural network using raw waveforms for text-independent speaker verification
  17 Apr 2019 5 repositories listed Syntology community repositories only · 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification
  11 Mar 2019 5 repositories listed
• GRATIS: GeneRAting TIme Series with diverse and controllable characteristics
  7 Mar 2019 5 repositories listed
• Induction Networks for Few-Shot Text Classification
  27 Feb 2019 5 repositories listed
• SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data
  26 Feb 2019 5 repositories listed
• Attentional Encoder Network for Targeted Sentiment Classification
  25 Feb 2019 5 repositories listed
• GeNet: Deep Representations for Metagenomics
  30 Jan 2019 5 repositories listed
• Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks
  29 Jan 2019 5 repositories listed
• Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting
  27 Jan 2019 5 repositories listed Syntology 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples)
• SelectiveNet: A Deep Neural Network with an Integrated Reject Option
  26 Jan 2019 5 repositories listed Syntology official (archive's flag): 3 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 3 pointer-only (licence)
• A PCB Dataset for Defects Detection and Classification
  24 Jan 2019 5 repositories listed
• CTCModel: a Keras Model for Connectionist Temporal Classification
  23 Jan 2019 5 repositories listed
• A Machine Learning Benchmark for Facies Classification
  12 Jan 2019 5 repositories listed Syntology 6 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; 0 where Syntology's instrument failed) · 6 unverified (of 12 harvested samples) · 2 pointer-only (licence)
• Deep Cosine Metric Learning for Person Re-Identification
  2 Dec 2018 5 repositories listed Syntology community repositories only · 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)
• Invertible Residual Networks
  2 Nov 2018 5 repositories listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 7 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 3 pointer-only (licence)
• Predict then Propagate: Graph Neural Networks meet Personalized PageRank
  14 Oct 2018 5 repositories listed Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples) · 1 pointer-only (licence)
• Neural Architecture Optimization
  22 Aug 2018 5 repositories listed
• Stochastic Gradient Descent with Hyperbolic-Tangent Decay on Classification
  5 Jun 2018 5 repositories listed
• BRITS: Bidirectional Recurrent Imputation for Time Series
  27 May 2018 5 repositories listed Syntology official: no sample here; runs from other or unrecorded repositories · 2 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; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models
  17 May 2018 5 repositories listed Syntology official (archive's flag): 1 ran · 2 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; 2 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 4 pointer-only (licence)
• SPSA-FSR: Simultaneous Perturbation Stochastic Approximation for Feature Selection and Ranking
  16 Apr 2018 5 repositories listed
• SCUT-FBP5500: A Diverse Benchmark Dataset for Multi-Paradigm Facial Beauty Prediction
  19 Jan 2018 5 repositories listed
• Learning Deep Features for One-Class Classification
  16 Jan 2018 5 repositories listed Syntology official: not harvested · 0 ran · 1 unverified (of 1 harvested sample)
• Over the Air Deep Learning Based Radio Signal Classification
  13 Dec 2017 5 repositories listed
• Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification
  27 Nov 2017 5 repositories listed
• SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels
  24 Nov 2017 5 repositories listed
• Deep Learning for Case-Based Reasoning through Prototypes: A Neural Network that Explains Its Predictions
  13 Oct 2017 5 repositories listed Syntology community repositories only · 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) · 1 pointer-only (licence)
• A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic Data
  10 Sep 2017 5 repositories listed
• Deep Packet: A Novel Approach For Encrypted Traffic Classification Using Deep Learning
  8 Sep 2017 5 repositories listed
• Interactive Attention Networks for Aspect-Level Sentiment Classification
  4 Sep 2017 5 repositories listed
• Learned in Translation: Contextualized Word Vectors
  1 Aug 2017 5 repositories listed Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• Learnable pooling with Context Gating for video classification
  21 Jun 2017 5 repositories listed
• The "something something" video database for learning and evaluating visual common sense
  13 Jun 2017 5 repositories listed
• Large-Scale Plant Classification with Deep Neural Networks
  12 Jun 2017 5 repositories listed
• Conditional Adversarial Domain Adaptation
  26 May 2017 5 repositories listed Syntology official: harvested for another paper · 0 ran · 3 unverified (of 3 harvested samples)
• Continual Learning with Deep Generative Replay
  24 May 2017 5 repositories listed
• Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification
  11 Apr 2017 5 repositories listed
• Training Triplet Networks with GAN
  6 Apr 2017 5 repositories listed
• A Genetic Programming Approach to Designing Convolutional Neural Network Architectures
  3 Apr 2017 5 repositories listed
• Neural Networks for Joint Sentence Classification in Medical Paper Abstracts
  15 Dec 2016 5 repositories listed
• Designing Neural Network Architectures using Reinforcement Learning
  7 Nov 2016 5 repositories listed Syntology 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)
• Eve: A Gradient Based Optimization Method with Locally and Globally Adaptive Learning Rates
  4 Nov 2016 5 repositories listed
• Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling
  4 Nov 2016 5 repositories listed
• Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification
  15 Aug 2016 5 repositories listed
• Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
  19 Nov 2015 5 repositories listed
• How far can we go without convolution: Improving fully-connected networks
  9 Nov 2015 5 repositories listed Syntology community repositories only · 9 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; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
• Weakly Supervised Deep Detection Networks
  9 Nov 2015 5 repositories listed Syntology community repositories only · 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• A Clockwork RNN
  14 Feb 2014 5 repositories listed
• Protoformer: Embedding Prototypes for Transformers
  25 Jun 2022 4 repositories listed
• Emotion Classification in a Resource Constrained Language Using Transformer-based Approach
  17 Apr 2021 4 repositories listed
• PySensors: A Python Package for Sparse Sensor Placement
  20 Feb 2021 4 repositories listed
• LEAF: A Learnable Frontend for Audio Classification
  21 Jan 2021 4 repositories listed Syntology community repositories only · 14 ran (of which 1 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 2 violated, 4 with no contract checked; 7 where Syntology's instrument failed) · 12 unverified (of 26 harvested samples) · 2 pointer-only (licence)
• Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification
  6 Dec 2020 4 repositories listed
• VarifocalNet: An IoU-aware Dense Object Detector
  31 Aug 2020 4 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) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• Webly Supervised Image Classification with Self-Contained Confidence
  27 Aug 2020 4 repositories listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Rethinking Bottleneck Structure for Efficient Mobile Network Design
  5 Jul 2020 4 repositories listed Syntology official (archive's flag): 9 ran · 9 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; 3 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 3 pointer-only (licence)
• GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training
  17 Jun 2020 4 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) · 0 unverified (of 2 harvested samples)
• Multiscale Deep Equilibrium Models
  15 Jun 2020 4 repositories listed Syntology official (archive's flag): 3 ran · 10 ran (of which 6 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 14 harvested samples) · 4 pointer-only (licence)
• Spatial Information Considered Network for Scene Classification
  18 May 2020 4 repositories listed
• The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes
  10 May 2020 4 repositories listed Syntology community repositories only · 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) · 3 unverified (of 4 harvested samples)
• ktrain: A Low-Code Library for Augmented Machine Learning
  19 Apr 2020 4 repositories listed Syntology official: harvested, nothing ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 12 unverified (of 16 harvested samples)
• Speaker-change Aware CRF for Dialogue Act Classification
  6 Apr 2020 4 repositories listed
• Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles
  22 Mar 2020 4 repositories listed
• On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited
  12 Mar 2020 4 repositories listed Syntology official (archive's flag): 4 ran · 4 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; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Denoised Smoothing: A Provable Defense for Pretrained Classifiers
  4 Mar 2020 4 repositories listed Syntology official (archive's flag): 1 ran · 4 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; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Self-Adaptive Training: beyond Empirical Risk Minimization
  24 Feb 2020 4 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) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning
  2 Dec 2019 4 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) · 2 unverified (of 5 harvested samples)
• Composition-based Multi-Relational Graph Convolutional Networks
  8 Nov 2019 4 repositories listed Syntology official (archive's flag): 3 ran · 5 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; 2 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 3 pointer-only (licence)
• Decoupling Representation and Classifier for Long-Tailed Recognition
  21 Oct 2019 4 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: 1 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks
  3 Oct 2019 4 repositories listed Syntology official (archive's flag): 2 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) · 1 pointer-only (licence)
• Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach
  31 Aug 2019 4 repositories listed Syntology official (archive's flag): 1 ran · 3 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; 2 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 3 pointer-only (licence)
• Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification
  17 Aug 2019 4 repositories listed
• Efficient Set-Valued Prediction in Multi-Class Classification
  19 Jun 2019 4 repositories listed
• Presence-Only Geographical Priors for Fine-Grained Image Classification
  12 Jun 2019 4 repositories listed Syntology 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) · 3 unverified (of 5 harvested samples)
• Learning Robust Global Representations by Penalizing Local Predictive Power
  29 May 2019 4 repositories listed Syntology official (archive's flag): 2 ran · 5 ran (of which 4 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) · 5 pointer-only (licence)
• Data-Efficient Image Recognition with Contrastive Predictive Coding
  22 May 2019 4 repositories listed Syntology 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Billion-scale semi-supervised learning for image classification
  2 May 2019 4 repositories listed
• PR Product: A Substitute for Inner Product in Neural Networks
  30 Apr 2019 4 repositories listed
• An Unsupervised Autoregressive Model for Speech Representation Learning
  5 Apr 2019 4 repositories listed Syntology 4 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; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 3 pointer-only (licence)
• Implicit Generation and Generalization in Energy-Based Models
  20 Mar 2019 4 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• Interpolation Consistency Training for Semi-Supervised Learning
  9 Mar 2019 4 repositories listed Syntology community repositories only · 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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)

Syntology lines on 52 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.