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Few-Shot Learning

Papers archive 2025-07-28

archive papers tagged: 2,964 · with a code link: 1,297 · where Syntology ran a sample: 373 (306 with a run with no instrument failure, 67 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (373 of 2,964 tagged: 306 with a run with no instrument failure, 67 where every run was a failure of Syntology's instrument)

Page 30 of 30: papers 2,901 to 2,964 of 2,964, 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.

• Assume, Augment and Learn: Unsupervised Few-Shot Meta-Learning via Random Labels and Data Augmentation
  26 Feb 2019 0 repositories listed
• Infinite Mixture Prototypes for Few-Shot Learning
  12 Feb 2019 0 repositories listed
• Centroid-based deep metric learning for speaker recognition
  6 Feb 2019 0 repositories listed
• Few-shot Learning with Meta Metric Learners
  26 Jan 2019 0 repositories listed
• Learning Classifiers for Domain Adaptation, Zero and Few-Shot Recognition Based on Learning Latent Semantic Parts
  25 Jan 2019 0 repositories listed
• Low-Shot Learning from Imaginary 3D Model
  4 Jan 2019 0 repositories listed
• Learning Compositional Representations for Few-Shot Recognition
  21 Dec 2018 0 repositories listed
• Reconciling meta-learning and continual learning with online mixtures of tasks
  14 Dec 2018 0 repositories listed
• Prior-Knowledge and Attention-based Meta-Learning for Few-Shot Learning
  11 Dec 2018 0 repositories listed
• The effects of negative adaptation in Model-Agnostic Meta-Learning
  5 Dec 2018 0 repositories listed
• Cross-Modulation Networks for Few-Shot Learning
  1 Dec 2018 0 repositories listed
• MetaGAN: An Adversarial Approach to Few-Shot Learning
  1 Dec 2018 0 repositories listed
• Unsupervised Meta-Learning For Few-Shot Image Classification
  28 Nov 2018 0 repositories listed
• Self Paced Adversarial Training for Multimodal Few-shot Learning
  22 Nov 2018 0 repositories listed
• Representation based and Attention augmented Meta learning
  19 Nov 2018 0 repositories listed
• Power Normalizing Second-order Similarity Network for Few-shot Learning
  10 Nov 2018 0 repositories listed
• Few-shot learning with attention-based sequence-to-sequence models
  8 Nov 2018 0 repositories listed
• Gaussian Process Conditional Density Estimation
  30 Oct 2018 0 repositories listed
• Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model
  30 Oct 2018 0 repositories listed
• Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning
  19 Oct 2018 0 repositories listed
• Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning
  19 Oct 2018 0 repositories listed
• Open-Ended Content-Style Recombination Via Leakage Filtering
  28 Sep 2018 0 repositories listed
• Variadic Learning by Bayesian Nonparametric Deep Embedding
  27 Sep 2018 0 repositories listed
• One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing
  6 Sep 2018 0 repositories listed
• Dynamic Conditional Networks for Few-Shot Learning
  1 Sep 2018 0 repositories listed
• Few-Shot Human Motion Prediction via Meta-Learning
  1 Sep 2018 0 repositories listed
• Interpolating Convolutional Neural Networks Using Batch Normalization
  1 Sep 2018 0 repositories listed
• Museum Exhibit Identification Challenge for the Supervised Domain Adaptation and Beyond
  1 Sep 2018 0 repositories listed
• Neural Graph Matching Networks for Fewshot 3D Action Recognition
  1 Sep 2018 0 repositories listed
• Open Set Chinese Character Recognition using Multi-typed Attributes
  27 Aug 2018 0 repositories listed
• Few Shot Learning with Simplex
  27 Jul 2018 0 repositories listed
• Few-Shot Adaptation for Multimedia Semantic Indexing
  19 Jul 2018 0 repositories listed
• Large Margin Few-Shot Learning
  8 Jul 2018 0 repositories listed
• Attention-based Few-Shot Person Re-identification Using Meta Learning
  24 Jun 2018 0 repositories listed
• Uncertainty in Multitask Transfer Learning
  20 Jun 2018 0 repositories listed
• Bilevel Programming for Hyperparameter Optimization and Meta-Learning
  13 Jun 2018 0 repositories listed
• Meta-Learner with Linear Nulling
  4 Jun 2018 0 repositories listed
• EMR Coding with Semi-Parametric Multi-Head Matching Networks
  1 Jun 2018 0 repositories listed
• Object-Level Representation Learning for Few-Shot Image Classification
  28 May 2018 0 repositories listed
• Affinity Network Fusion and Semi-supervised Learning for Cancer Patient Clustering
  22 May 2018 0 repositories listed
• AgileNet: Lightweight Dictionary-based Few-shot Learning
  21 May 2018 0 repositories listed
• Task-Agnostic Meta-Learning for Few-shot Learning
  20 May 2018 0 repositories listed
• Siamese Capsule Networks
  18 May 2018 0 repositories listed
• Resisting Large Data Variations via Introspective Transformation Network
  16 May 2018 0 repositories listed
• Dropping Networks for Transfer Learning
  23 Apr 2018 0 repositories listed
• Few-Shot Learning with Metric-Agnostic Conditional Embeddings
  12 Feb 2018 0 repositories listed
• Deep Meta-Learning: Learning to Learn in the Concept Space
  10 Feb 2018 0 repositories listed
• Few-shot learning of neural networks from scratch by pseudo example optimization
  8 Feb 2018 0 repositories listed
• Museum Exhibit Identification Challenge for Domain Adaptation and Beyond
  4 Feb 2018 0 repositories listed
• One-shot and few-shot learning of word embeddings
  1 Jan 2018 0 repositories listed
• Unleashing the Potential of CNNs for Interpretable Few-Shot Learning
  1 Jan 2018 0 repositories listed
• Semi-Supervised and Active Few-Shot Learning with Prototypical Networks
  29 Nov 2017 0 repositories listed
• Few-shot Learning by Exploiting Visual Concepts within CNNs
  22 Nov 2017 0 repositories listed
• Zero-Shot Learning via Class-Conditioned Deep Generative Models
  15 Nov 2017 0 repositories listed
• Few-Shot Adversarial Domain Adaptation
  5 Nov 2017 0 repositories listed
• One-shot and few-shot learning of word embeddings
  27 Oct 2017 0 repositories listed
• Robust Task Clustering for Deep Many-Task Learning
  26 Aug 2017 0 repositories listed
• Dynamic Input Structure and Network Assembly for Few-Shot Learning
  22 Aug 2017 0 repositories listed
• Few-Shot Learning Through an Information Retrieval Lens
  9 Jul 2017 0 repositories listed
• Labeled Memory Networks for Online Model Adaptation
  5 Jul 2017 0 repositories listed
• A Unified approach for Conventional Zero-shot, Generalized Zero-shot and Few-shot Learning
  27 Jun 2017 0 repositories listed
• Few-Shot Object Recognition from Machine-Labeled Web Images
  19 Dec 2016 0 repositories listed
• COSTA: Co-Occurrence Statistics for Zero-Shot Classification
  1 Jun 2014 0 repositories listed
• Transfer Learning in a Transductive Setting
  1 Dec 2013 0 repositories listed