Browse State-of-the-Art › Few-Shot Image Classification › Papers, page 4

Few-Shot Image Classification

Papers archive 2025-07-28

archive papers tagged: 353 · with a code link: 220 · where Syntology ran a sample: 80 (68 with a run with no instrument failure, 12 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (80 of 353 tagged: 68 with a run with no instrument failure, 12 where every run was a failure of Syntology's instrument)

Page 4 of 4: papers 301 to 353 of 353, 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.

• Rich Semantics Improve Few-shot Learning
  26 Apr 2021 0 repositories listed
• Few-Shot Action Recognition with Compromised Metric via Optimal Transport
  8 Apr 2021 0 repositories listed
• Prototypical Region Proposal Networks for Few-Shot Localization and Classification
  8 Apr 2021 0 repositories listed
• Hierarchical Representation based Query-Specific Prototypical Network for Few-Shot Image Classification
  21 Mar 2021 0 repositories listed
• Multi-level Metric Learning for Few-shot Image Recognition
  21 Mar 2021 0 repositories listed
• How to distribute data across tasks for meta-learning?
  15 Mar 2021 0 repositories listed
• Model-Agnostic Graph Regularization for Few-Shot Learning
  14 Feb 2021 0 repositories listed
• Few-shot Image Classification with Multi-Facet Prototypes
  1 Feb 2021 0 repositories listed
• CORL: Compositional Representation Learning for Few-Shot Classification
  28 Jan 2021 0 repositories listed
• Machine learning with limited data
  18 Jan 2021 0 repositories listed
• Optimal allocation of data across training tasks in meta-learning
  1 Jan 2021 0 repositories listed
• Multi-scale Adaptive Task Attention Network for Few-Shot Learning
  30 Nov 2020 0 repositories listed
• Confusable Learning for Large-class Few-Shot Classification
  6 Nov 2020 0 repositories listed
• How Does the Task Landscape Affect MAML Performance?
  27 Oct 2020 0 repositories listed
• Uncertainty-Aware Few-Shot Image Classification
  9 Oct 2020 0 repositories listed
• Variational Feature Disentangling for Fine-Grained Few-Shot Classification
  7 Oct 2020 0 repositories listed
• Robust High-dimensional Memory-augmented Neural Networks
  5 Oct 2020 0 repositories listed
• Select-ProtoNet: Learning to Select for Few-Shot Disease Subtype Prediction
  2 Sep 2020 0 repositories listed
• Yet Meta Learning Can Adapt Fast, It Can Also Break Easily
  2 Sep 2020 0 repositories listed
• Few-Shot Image Classification via Contrastive Self-Supervised Learning
  23 Aug 2020 0 repositories listed
• Impact of base dataset design on few-shot image classification
  17 Jul 2020 0 repositories listed
• Layer-Wise Adaptive Updating for Few-Shot Image Classification
  16 Jul 2020 0 repositories listed
• Gradient-EM Bayesian Meta-learning
  21 Jun 2020 0 repositories listed
• DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers
  1 Jun 2020 0 repositories listed
• Hyperspectral Image Classification of Convolutional Neural Network Combined with Valuable Samples
  1 Jun 2020 0 repositories listed
• Boosting Few-Shot Learning With Adaptive Margin Loss
  28 May 2020 0 repositories listed
• Compositional Few-Shot Recognition with Primitive Discovery and Enhancing
  12 May 2020 0 repositories listed
• Divergent Search for Few-Shot Image Classification
  16 Apr 2020 0 repositories listed
• Generative Adversarial Networks Based on Collaborative Learning and Attention Mechanism for Hyperspectral Image Classification
  3 Apr 2020 0 repositories listed
• Few-Shot Learning as Domain Adaptation: Algorithm and Analysis
  6 Feb 2020 0 repositories listed
• Asymmetric Distribution Measure for Few-shot Learning
  1 Feb 2020 0 repositories listed
• Optimized Generic Feature Learning for Few-shot Classification across Domains
  22 Jan 2020 0 repositories listed
• Semantic Regularization: Improve Few-shot Image Classification by Reducing Meta Shift
  18 Dec 2019 0 repositories listed
• Generalized Adaptation for Few-Shot Learning
  25 Nov 2019 0 repositories listed
• An empirical study of pretrained representations for few-shot classification
  3 Oct 2019 0 repositories listed
• HSI-BERT: Hyperspectral Image Classification Using the Bidirectional Encoder Representation From Transformers
  4 Sep 2019 0 repositories listed
• Revisiting Metric Learning for Few-Shot Image Classification
  6 Jul 2019 0 repositories listed
• Weakly-supervised Compositional FeatureAggregation for Few-shot Recognition
  11 Jun 2019 0 repositories listed
• Baby steps towards few-shot learning with multiple semantics
  5 Jun 2019 0 repositories listed
• Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification
  1 Jun 2019 0 repositories listed
• Enhancing Generalization of First-Order Meta-Learning
  22 Mar 2019 0 repositories listed
• Centroid-based deep metric learning for speaker recognition
  6 Feb 2019 0 repositories listed
• Toward Multimodal Model-Agnostic Meta-Learning
  18 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
• Model-Agnostic Meta-Learning for Multimodal Task Distributions
  27 Sep 2018 0 repositories listed
• Object-Level Representation Learning for Few-Shot Image Classification
  28 May 2018 0 repositories listed
• Unsupervised Learning using Pretrained CNN and Associative Memory Bank
  2 May 2018 0 repositories listed
• Transfer Learning on Manifolds via Learned Transport Operators
  1 Jan 2018 0 repositories listed
• Rapid Adaptation with Conditionally Shifted Neurons
  28 Dec 2017 0 repositories listed
• Discriminative k-shot learning using probabilistic models
  1 Jun 2017 0 repositories listed
• Feature Extraction of Hyperspectral Images With Image Fusion and Recursive Filtering
  16 Sep 2013 0 repositories listed
• Feature Selection and Classification of Hyperspectral Images With Support Vector Machines
  15 Oct 2007 0 repositories listed