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Cross-Domain Few-Shot

Papers archive 2025-07-28

archive papers tagged: 141 · with a code link: 80 · where Syntology ran a sample: 22 (21 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (22 of 141 tagged: 21 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 141 of 141, 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.

• A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset (MedIMeta)
  24 Apr 2024 0 repositories listed
• DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation
  8 Dec 2023 0 repositories listed
• Adaptive Weighted Co-Learning for Cross-Domain Few-Shot Learning
  6 Dec 2023 0 repositories listed
• Few-shot Class-incremental Learning for Cross-domain Disease Classification
  12 Apr 2023 0 repositories listed
• A Survey of Deep Visual Cross-Domain Few-Shot Learning
  16 Mar 2023 0 repositories listed
• Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey
  15 Mar 2023 0 repositories listed
• Exploiting Style Transfer-based Task Augmentation for Cross-Domain Few-Shot Learning
  19 Jan 2023 0 repositories listed
• ProD: Prompting-To-Disentangle Domain Knowledge for Cross-Domain Few-Shot Image Classification
  1 Jan 2023 0 repositories listed
• Task-aware Adaptive Learning for Cross-domain Few-shot Learning
  1 Jan 2023 0 repositories listed
• Cap2Aug: Caption guided Image to Image data Augmentation
  11 Dec 2022 0 repositories listed
• Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation
  5 Dec 2022 0 repositories listed
• Cross-domain Few-shot Segmentation with Transductive Fine-tuning
  27 Nov 2022 0 repositories listed
• Cross-Domain Few-Shot Classification via Inter-Source Stylization
  17 Aug 2022 0 repositories listed
• ReFine: Re-randomization before Fine-tuning for Cross-domain Few-shot Learning
  11 May 2022 0 repositories listed
• Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains
  1 May 2022 0 repositories listed
• A Framework of Meta Functional Learning for Regularising Knowledge Transfer
  28 Mar 2022 0 repositories listed
• Feature Transformation for Cross-domain Few-shot Remote Sensing Scene Classification
  4 Mar 2022 0 repositories listed
• How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning?
  18 Feb 2022 0 repositories listed
• Cross Domain Few-Shot Learning via Meta Adversarial Training
  11 Feb 2022 0 repositories listed
• When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework
  18 Jan 2022 0 repositories listed
• FrLove : Could a Frenchman rapidly identify Lovecraft?
  17 Jan 2022 0 repositories listed
• Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer
  1 Jan 2022 0 repositories listed
• Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning
  1 Jan 2022 0 repositories listed
• Anomaly Crossing: New Horizons for Video Anomaly Detection as Cross-domain Few-shot Learning
  12 Dec 2021 0 repositories listed
• Ranking Distance Calibration for Cross-Domain Few-Shot Learning
  1 Dec 2021 0 repositories listed
• CQARE: Contrastive Question-Answering for Few-shot Relation Extraction with Prompt Tuning
  16 Nov 2021 0 repositories listed
• Domain Agnostic Few-Shot Learning For Document Intelligence
  29 Oct 2021 0 repositories listed
• ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning
  29 Sep 2021 0 repositories listed
• MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning
  29 Sep 2021 0 repositories listed
• Switch to Generalize: Domain-Switch Learning for Cross-Domain Few-Shot Classification
  29 Sep 2021 0 repositories listed
• Self-Taught Cross-Domain Few-Shot Learning with Weakly Supervised Object Localization and Task-Decomposition
  3 Sep 2021 0 repositories listed
• Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification
  1 Aug 2021 0 repositories listed
• Improving the Generalization of Meta-learning on Unseen Domains via Adversarial Shift
  23 Jul 2021 0 repositories listed
• Cross-domain few-shot learning with unlabelled data
  19 Jan 2021 0 repositories listed
• Machine learning with limited data
  18 Jan 2021 0 repositories listed
• SB-MTL: Score-based Meta Transfer-Learning for Cross-Domain Few-Shot Learning
  3 Dec 2020 0 repositories listed
• Combining Domain-Specific Meta-Learners in the Parameter Space for Cross-Domain Few-Shot Classification
  31 Oct 2020 0 repositories listed
• Revisiting Mid-Level Patterns for Cross-Domain Few-Shot Recognition
  7 Aug 2020 0 repositories listed
• Cross-Domain Few-Shot Learning with Meta Fine-Tuning
  21 May 2020 0 repositories listed
• Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning
  19 May 2020 0 repositories listed
• Feature Transformation Ensemble Model with Batch Spectral Regularization for Cross-Domain Few-Shot Classification
  18 May 2020 0 repositories listed