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Small Data Image Classification

Papers archive 2025-07-28

archive papers tagged: 179 · with a code link: 58 · where Syntology ran a sample: 15 (13 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (15 of 179 tagged: 13 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 179 of 179, 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.

• Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction
  5 Jul 2019 0 repositories listed
• Bayesian inverse regression for dimension reduction with small datasets
  19 Jun 2019 0 repositories listed
• A database for face presentation attack using wax figure faces
  6 Jun 2019 0 repositories listed
• Bayesian Learning for Neural Dependency Parsing
  1 Jun 2019 0 repositories listed
• Enhancing Simple Models by Exploiting What They Already Know
  30 May 2019 0 repositories listed
• SCANN: Synthesis of Compact and Accurate Neural Networks
  19 Apr 2019 0 repositories listed
• Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods
  27 Mar 2019 0 repositories listed
• Do we still need fuzzy classifiers for Small Data in the Era of Big Data?
  8 Mar 2019 0 repositories listed
• Novel quantitative indicators of digital ophthalmoscopy image quality
  7 Mar 2019 0 repositories listed
• Lung CT Imaging Sign Classification through Deep Learning on Small Data
  1 Mar 2019 0 repositories listed
• A Distributionally Robust Optimization Method for Adversarial Multiple Kernel Learning
  27 Feb 2019 0 repositories listed
• Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets
  26 Feb 2019 0 repositories listed
• Pretrained language model transfer on neural named entity recognition in Indonesian conversational texts
  21 Feb 2019 0 repositories listed
• Fast Hyperparameter Tuning using Bayesian Optimization with Directional Derivatives
  6 Feb 2019 0 repositories listed
• Active Image Synthesis for Efficient Labeling
  5 Feb 2019 0 repositories listed
• Visual Feature Fusion and its Application to Support Unsupervised Clustering Tasks
  16 Jan 2019 0 repositories listed
• Fully Automatic Segmentation of Sublingual Veins from Retrained U-Net Model for Few Near Infrared Images
  22 Dec 2018 0 repositories listed
• Synergy Effect between Convolutional Neural Networks and the Multiplicity of SMILES for Improvement of Molecular Prediction
  11 Dec 2018 0 repositories listed
• Combining Deep Learning and Argumentative Reasoning for the Analysis of Social Media Textual Content Using Small Data Sets
  1 Dec 2018 0 repositories listed
• Compact Representation of Uncertainty in Clustering
  1 Dec 2018 0 repositories listed
• Modern Neural Networks Generalize on Small Data Sets
  1 Dec 2018 0 repositories listed
• A Deep Latent-Variable Model Application to Select Treatment Intensity in Survival Analysis
  29 Nov 2018 0 repositories listed
• Learning with tree-based tensor formats
  11 Nov 2018 0 repositories listed
• DragonPaint: Rule based bootstrapping for small data with an application to cartoon coloring
  7 Nov 2018 0 repositories listed
• Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks
  27 Oct 2018 0 repositories listed
• Automatic Brain Tumor Segmentation using Convolutional Neural Networks with Test-Time Augmentation
  18 Oct 2018 0 repositories listed
• Annotation of a Large Clinical Entity Corpus
  1 Oct 2018 0 repositories listed
• Learning to Actively Learn Neural Machine Translation
  1 Oct 2018 0 repositories listed
• Multiple-gaze geometry: Inferring novel 3D locations from gazes observed in monocular video
  1 Sep 2018 0 repositories listed
• Small Sample Learning in Big Data Era
  14 Aug 2018 0 repositories listed
• Improving Transferability of Deep Neural Networks
  30 Jul 2018 0 repositories listed
• Deep semi-supervised segmentation with weight-averaged consistency targets
  12 Jul 2018 0 repositories listed
• A Named Entity Recognition Shootout for German
  1 Jul 2018 0 repositories listed
• Bridging CNNs, RNNs, and Weighted Finite-State Machines
  1 Jul 2018 0 repositories listed
• Network Signatures from Image Representation of Adjacency Matrices: Deep/Transfer Learning for Subgraph Classification
  17 Apr 2018 0 repositories listed
• Large-Scale Cox Process Inference using Variational Fourier Features
  3 Apr 2018 0 repositories listed
• Meta Reinforcement Learning with Latent Variable Gaussian Processes
  20 Mar 2018 0 repositories listed
• Predicting Oral Disintegrating Tablet Formulations by Neural Network Techniques
  14 Mar 2018 0 repositories listed
• Local Contrast Learning
  10 Feb 2018 0 repositories listed
• Lie Transform--based Neural Networks for Dynamics Simulation and Learning
  5 Feb 2018 0 repositories listed
• VIBNN: Hardware Acceleration of Bayesian Neural Networks
  2 Feb 2018 0 repositories listed
• Representation Learning with Autoencoders for Electronic Health Records: A Comparative Study
  6 Jan 2018 0 repositories listed
• One-Shot Coresets: The Case of k-Clustering
  27 Nov 2017 0 repositories listed
• LDMNet: Low Dimensional Manifold Regularized Neural Networks
  16 Nov 2017 0 repositories listed
• Capturing Localized Image Artifacts through a CNN-based Hyper-image Representation
  14 Nov 2017 0 repositories listed
• Quality-Efficiency Trade-offs in Machine Learning for Text Processing
  7 Nov 2017 0 repositories listed
• Ensemble and Reranking: Using Multiple Models in the NICT-2 Neural Machine Translation System at WAT2017
  1 Nov 2017 0 repositories listed
• Improving Landmark Localization with Semi-Supervised Learning
  5 Sep 2017 0 repositories listed
• `Fighting' or `Conflict'? An Approach to Revealing Concepts of Terms in Political Discourse
  1 Sep 2017 0 repositories listed
• Representation Learning on Large and Small Data
  25 Jul 2017 0 repositories listed
• Learning like humans with Deep Symbolic Networks
  11 Jul 2017 0 repositories listed
• A simple efficient density estimator that enables fast systematic search
  3 Jul 2017 0 repositories listed
• Synthesizing Deep Neural Network Architectures using Biological Synaptic Strength Distributions
  1 Jul 2017 0 repositories listed
• Interpretable Structure-Evolving LSTM
  8 Mar 2017 0 repositories listed
• Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets
  7 Dec 2016 0 repositories listed
• Improving word alignment for low resource languages using English monolingual SRL
  1 Dec 2016 0 repositories listed
• QCRI @ DSL 2016: Spoken Arabic Dialect Identification Using Textual Features
  1 Dec 2016 0 repositories listed
• Relaxed Earth Mover's Distances for Chain- and Tree-connected Spaces and their use as a Loss Function in Deep Learning
  22 Nov 2016 0 repositories listed
• Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage Assessment
  20 Nov 2016 0 repositories listed
• Ordinal Constrained Binary Code Learning for Nearest Neighbor Search
  19 Nov 2016 0 repositories listed
• Beyond Fine Tuning: A Modular Approach to Learning on Small Data
  6 Nov 2016 0 repositories listed
• FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition
  21 Sep 2016 0 repositories listed
• Facial Expression Recognition Using a Hybrid CNN-SIFT Aggregator
  9 Aug 2016 0 repositories listed
• Efficiently Bounding Optimal Solutions after Small Data Modification in Large-Scale Empirical Risk Minimization
  1 Jun 2016 0 repositories listed
• Frankenstein: Learning Deep Face Representations using Small Data
  21 Mar 2016 0 repositories listed
• Large-Scale Detection of Non-Technical Losses in Imbalanced Data Sets
  26 Feb 2016 0 repositories listed
• Maximum Likelihood Estimation for Single Linkage Hierarchical Clustering
  25 Nov 2015 0 repositories listed
• L1 logistic regression as a feature selection step for training stable classification trees for the prediction of severity criteria in imported malaria
  20 Nov 2015 0 repositories listed
• Massive Online Crowdsourced Study of Subjective and Objective Picture Quality
  9 Nov 2015 0 repositories listed
• Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks
  1 Jul 2015 0 repositories listed
• An Improved Deep Learning Architecture for Person Re-Identification
  1 Jun 2015 0 repositories listed
• Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks
  21 Apr 2015 0 repositories listed
• Analysis of PCA Algorithms in Distributed Environments
  17 Mar 2015 0 repositories listed
• A Novel Hybrid CNN-AIS Visual Pattern Recognition Engine
  11 Mar 2015 0 repositories listed
• High Dimensional Low Rank plus Sparse Matrix Decomposition
  1 Feb 2015 0 repositories listed
• Incremental Learning of NCM Forests for Large-Scale Image Classification
  1 Jun 2014 0 repositories listed
• Credal Model Averaging for classification: representing prior ignorance and expert opinions
  14 May 2014 0 repositories listed
• United Statistical Algorithm, Small and Big Data: Future OF Statistician
  2 Aug 2013 0 repositories listed
• How biased are maximum entropy models?
  1 Dec 2011 0 repositories listed