Browse State-of-the-Art › Few-Shot Learning › Papers, page 27

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 27 of 30: papers 2,601 to 2,700 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.

• Pseudo-Loss Confidence Metric for Semi-Supervised Few-Shot Learning
  1 Jan 2021 0 repositories listed
• Robust Meta-learning with Noise via Eigen-Reptile
  1 Jan 2021 0 repositories listed
• Task-Aware Part Mining Network for Few-Shot Learning
  1 Jan 2021 0 repositories listed
• Towards Understanding the Cause of Error in Few-Shot Learning
  1 Jan 2021 0 repositories listed
• Z-Score Normalization, Hubness, and Few-Shot Learning
  1 Jan 2021 0 repositories listed
• A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters
  31 Dec 2020 0 repositories listed
• Compositional Prototype Network with Multi-view Comparision for Few-Shot Point Cloud Semantic Segmentation
  28 Dec 2020 0 repositories listed
• Power Normalizations in Fine-grained Image, Few-shot Image and Graph Classification
  27 Dec 2020 0 repositories listed
• Few Shot Learning With No Labels
  26 Dec 2020 0 repositories listed
• Personalized Adaptive Meta Learning for Cold-start User Preference Prediction
  22 Dec 2020 0 repositories listed
• PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning
  20 Dec 2020 0 repositories listed
• Few-shot Sequence Learning with Transformers
  17 Dec 2020 0 repositories listed
• Are Fewer Labels Possible for Few-shot Learning?
  10 Dec 2020 0 repositories listed
• Probing Few-Shot Generalization with Attributes
  10 Dec 2020 0 repositories listed
• Batch Group Normalization
  4 Dec 2020 0 repositories listed
• RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation
  4 Dec 2020 0 repositories listed
• Meta-Generating Deep Attentive Metric for Few-shot Classification
  3 Dec 2020 0 repositories listed
• SB-MTL: Score-based Meta Transfer-Learning for Cross-Domain Few-Shot Learning
  3 Dec 2020 0 repositories listed
• A Study of Few-Shot Audio Classification
  2 Dec 2020 0 repositories listed
• ReMP: Rectified Metric Propagation for Few-Shot Learning
  2 Dec 2020 0 repositories listed
• A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification
  1 Dec 2020 0 repositories listed
• COVID-19 Surveillance through Twitter using Self-Supervised and Few Shot Learning
  1 Dec 2020 0 repositories listed
• Effective Few-Shot Classification with Transfer Learning
  1 Dec 2020 0 repositories listed
• How to fine-tune deep neural networks in few-shot learning?
  1 Dec 2020 0 repositories listed
• OOD-MAML: Meta-Learning for Few-Shot Out-of-Distribution Detection and Classification
  1 Dec 2020 0 repositories listed
• Annotation-Efficient Untrimmed Video Action Recognition
  30 Nov 2020 0 repositories listed
• Multi-scale Adaptive Task Attention Network for Few-Shot Learning
  30 Nov 2020 0 repositories listed
• Is Support Set Diversity Necessary for Meta-Learning?
  28 Nov 2020 0 repositories listed
• RNNP: A Robust Few-Shot Learning Approach
  22 Nov 2020 0 repositories listed
• An Effective Anti-Aliasing Approach for Residual Networks
  20 Nov 2020 0 repositories listed
• Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation
  19 Nov 2020 0 repositories listed
• Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning
  19 Nov 2020 0 repositories listed
• Multimodal Prototypical Networks for Few-shot Learning
  17 Nov 2020 0 repositories listed
• A Nested Bi-level Optimization Framework for Robust Few Shot Learning
  13 Nov 2020 0 repositories listed
• In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories
  13 Nov 2020 0 repositories listed
• FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography
  11 Nov 2020 0 repositories listed
• A Broad Dataset is All You Need for One-Shot Object Detection
  9 Nov 2020 0 repositories listed
• Enhanced Few-shot Learning for Intrusion Detection in Railway Video Surveillance
  9 Nov 2020 0 repositories listed
• The Tatoeba Translation Challenge – Realistic Data Sets for Low Resource and Multilingual MT
  1 Nov 2020 0 repositories listed
• SigNet: A Novel Deep Learning Framework for Radio Signal Classification
  28 Oct 2020 0 repositories listed
• Malicious Requests Detection with Improved Bidirectional Long Short-term Memory Neural Networks
  26 Oct 2020 0 repositories listed
• Few-shot Image Recognition with Manifolds
  22 Oct 2020 0 repositories listed
• Task-Adaptive Feature Transformer for Few-Shot Segmentation
  22 Oct 2020 0 repositories listed
• Directed Variational Cross-encoder Network for Few-shot Multi-image Co-segmentation
  17 Oct 2020 0 repositories listed
• On the Utility of Active Instance Selection for Few-Shot Learning
  16 Oct 2020 0 repositories listed
• Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization
  16 Oct 2020 0 repositories listed
• Function Contrastive Learning of Transferable Meta-Representations
  14 Oct 2020 0 repositories listed
• Theoretical bounds on estimation error for meta-learning
  14 Oct 2020 0 repositories listed
• Few-shot Action Recognition with Implicit Temporal Alignment and Pair Similarity Optimization
  13 Oct 2020 0 repositories listed
• Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models
  12 Oct 2020 0 repositories listed
• Few-shot Learning for Multi-label Intent Detection
  11 Oct 2020 0 repositories listed
• Addressing the Real-world Class Imbalance Problem in Dermatology
  9 Oct 2020 0 repositories listed
• Few-shot Learning for Spatial Regression
  9 Oct 2020 0 repositories listed
• Uncertainty-Aware Few-Shot Image Classification
  9 Oct 2020 0 repositories listed
• Learning Clusterable Visual Features for Zero-Shot Recognition
  7 Oct 2020 0 repositories listed
• Representation learning from videos in-the-wild: An object-centric approach
  6 Oct 2020 0 repositories listed
• Shot in the Dark: Few-Shot Learning with No Base-Class Labels
  6 Oct 2020 0 repositories listed
• Unknown Presentation Attack Detection against Rational Attackers
  4 Oct 2020 0 repositories listed
• Cross-Lingual Transfer Learning for Complex Word Identification
  2 Oct 2020 0 repositories listed
• Data-Efficient Pretraining via Contrastive Self-Supervision
  2 Oct 2020 0 repositories listed
• IsOBS: An Information System for Oracle Bone Script
  1 Oct 2020 0 repositories listed
• Few-shot Learning for Time-series Forecasting
  30 Sep 2020 0 repositories listed
• Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
  29 Sep 2020 0 repositories listed
• Message Passing Neural Processes
  29 Sep 2020 0 repositories listed
• MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization
  29 Sep 2020 0 repositories listed
• Function Contrastive Learning of Transferable Representations
  28 Sep 2020 0 repositories listed
• Non-greedy Gradient-based Hyperparameter Optimization Over Long Horizons
  28 Sep 2020 0 repositories listed
• Putting Theory to Work: From Learning Bounds to Meta-Learning Algorithms
  28 Sep 2020 0 repositories listed
• Self-supervised Contrastive Zero to Few-shot Learning from Small, Long-tailed Text data
  28 Sep 2020 0 repositories listed
• Sense and Learn: Self-Supervision for Omnipresent Sensors
  28 Sep 2020 0 repositories listed
• Fuzzy Simplicial Networks: A Topology-Inspired Model to Improve Task Generalization in Few-shot Learning
  23 Sep 2020 0 repositories listed
• PennSyn2Real: Training Object Recognition Models without Human Labeling
  22 Sep 2020 0 repositories listed
• Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition
  20 Sep 2020 0 repositories listed
• Few-shot learning using pre-training and shots, enriched by pre-trained samples
  19 Sep 2020 0 repositories listed
• Class Interference Regularization
  4 Sep 2020 0 repositories listed
• All About Knowledge Graphs for Actions
  28 Aug 2020 0 repositories listed
• Few-Shot Image Classification via Contrastive Self-Supervised Learning
  23 Aug 2020 0 repositories listed
• Few-Shot Learning with Intra-Class Knowledge Transfer
  22 Aug 2020 0 repositories listed
• Learning to Profile: User Meta-Profile Network for Few-Shot Learning
  21 Aug 2020 0 repositories listed
• Dataset Bias in Few-shot Image Recognition
  18 Aug 2020 0 repositories listed
• Compositional Generalization via Neural-Symbolic Stack Machines
  15 Aug 2020 0 repositories listed
• Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks
  15 Aug 2020 0 repositories listed
• Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems
  14 Aug 2020 0 repositories listed
• Revisiting Mid-Level Patterns for Cross-Domain Few-Shot Recognition
  7 Aug 2020 0 repositories listed
• Online Few-shot Gesture Learning on a Neuromorphic Processor
  3 Aug 2020 0 repositories listed
• Attentive Prototype Few-shot Learning with Capsule Network-based Embedding
  1 Aug 2020 0 repositories listed
• Incremental Few-Shot Meta-Learning via Indirect Discriminant Alignment
  1 Aug 2020 0 repositories listed
• Large-Scale Few-Shot Learning via Multi-Modal Knowledge Discovery
  1 Aug 2020 0 repositories listed
• Meta-DRN: Meta-Learning for 1-Shot Image Segmentation
  1 Aug 2020 0 repositories listed
• SEN: A Novel Feature Normalization Dissimilarity Measure for Prototypical Few-Shot Learning Networks
  1 Aug 2020 0 repositories listed
• Learning from Few Samples: A Survey
  30 Jul 2020 0 repositories listed
• Towards Accuracy-Fairness Paradox: Adversarial Example-based Data Augmentation for Visual Debiasing
  27 Jul 2020 0 repositories listed
• Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning
  25 Jul 2020 0 repositories listed
• Contextualizing Enhances Gradient Based Meta Learning
  17 Jul 2020 0 repositories listed
• Augmented Bi-path Network for Few-shot Learning
  15 Jul 2020 0 repositories listed
• Attentive Graph Neural Networks for Few-Shot Learning
  14 Jul 2020 0 repositories listed
• Towards Cross-Granularity Few-Shot Learning: Coarse-to-Fine Pseudo-Labeling with Visual-Semantic Meta-Embedding
  11 Jul 2020 0 repositories listed
• Meta-Learning with Network Pruning
  7 Jul 2020 0 repositories listed
• Learning to learn generative programs with Memoised Wake-Sleep
  6 Jul 2020 0 repositories listed
• Meta-Learning Divergences of Variational Inference
  6 Jul 2020 0 repositories listed