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One-Shot Learning

Papers archive 2025-07-28

archive papers tagged: 305 · with a code link: 107 · where Syntology ran a sample: 13 (10 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (13 of 305 tagged: 10 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Page 2 of 4: papers 101 to 200 of 305, 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.

• One-shot Learning for Question-Answering in Gaokao History Challenge
  24 Jun 2018 1 repository listed
• Deep Triplet Ranking Networks for One-Shot Recognition
  19 Apr 2018 1 repository listed
• Multi-level Semantic Feature Augmentation for One-shot Learning
  15 Apr 2018 1 repository listed
• An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier
  28 Feb 2018 1 repository listed
• Make SVM great again with Siamese kernel for few-shot learning
  1 Jan 2018 1 repository listed
• Attentive Recurrent Comparators
  2 Mar 2017 1 repository listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Learning to learn with backpropagation of Hebbian plasticity
  8 Sep 2016 1 repository listed
• Adaptive Noise Resilient Keyword Spotting Using One-Shot Learning
  14 May 2025 0 repositories listed
• Interactive Instance Annotation with Siamese Networks
  6 May 2025 0 repositories listed
• Federated One-Shot Learning with Data Privacy and Objective-Hiding
  29 Apr 2025 0 repositories listed
• Transductive One-Shot Learning Meet Subspace Decomposition
  1 Apr 2025 0 repositories listed
• PVChat: Personalized Video Chat with One-Shot Learning
  21 Mar 2025 0 repositories listed
• Representing Signs as Signs: One-Shot ISLR to Facilitate Functional Sign Language Technologies
  27 Feb 2025 0 repositories listed
• One-Shot Learning for k-SAT
  10 Feb 2025 0 repositories listed
• Mathematics of Digital Twins and Transfer Learning for PDE Models
  11 Jan 2025 0 repositories listed
• The use of large language models to enhance cancer clinical trial educational materials
  2 Dec 2024 0 repositories listed
• Take Package as Language: Anomaly Detection Using Transformer
  15 Nov 2024 0 repositories listed
• One-Shot Manipulation Strategy Learning by Making Contact Analogies
  14 Nov 2024 0 repositories listed
• RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process
  11 Oct 2024 0 repositories listed
• LLMs are One-Shot URL Classifiers and Explainers
  22 Sep 2024 0 repositories listed
• One-Shot Learning Meets Depth Diffusion in Multi-Object Videos
  29 Aug 2024 0 repositories listed
• Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images
  12 Aug 2024 0 repositories listed
• MU-MAE: Multimodal Masked Autoencoders-Based One-Shot Learning
  8 Aug 2024 0 repositories listed
• Object Detection using Oriented Window Learning Vi-sion Transformer: Roadway Assets Recognition
  15 Jun 2024 0 repositories listed
• Npix2Cpix: A GAN-Based Image-to-Image Translation Network With Retrieval- Classification Integration for Watermark Retrieval From Historical Document Images
  5 Jun 2024 0 repositories listed
• Response Matching for generating materials and molecules
  15 May 2024 0 repositories listed
• Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use Derived from Social Media
  9 May 2024 0 repositories listed
• Exploring the potential of prototype-based soft-labels data distillation for imbalanced data classification
  25 Mar 2024 0 repositories listed
• Leveraging Weakly Annotated Data for Hate Speech Detection in Code-Mixed Hinglish: A Feasibility-Driven Transfer Learning Approach with Large Language Models
  4 Mar 2024 0 repositories listed
• More than the Sum of Its Parts: Ensembling Backbone Networks for Few-Shot Segmentation
  9 Feb 2024 0 repositories listed
• AHAM: Adapt, Help, Ask, Model -- Harvesting LLMs for literature mining
  25 Dec 2023 0 repositories listed
• Prototype-Based Approach for One-Shot Segmentation of Brain Tumors using Few-Shot Learning
  24 Dec 2023 0 repositories listed
• Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task
  1 Nov 2023 0 repositories listed
• SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation
  25 Oct 2023 0 repositories listed
• An Event based Prediction Suffix Tree
  20 Oct 2023 0 repositories listed
• Temporal credit assignment for one-shot learning utilizing a phase transition material
  29 Sep 2023 0 repositories listed
• Position and Orientation-Aware One-Shot Learning for Medical Action Recognition from Signal Data
  27 Sep 2023 0 repositories listed
• OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation
  24 Sep 2023 0 repositories listed
• Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI
  19 Sep 2023 0 repositories listed
• Bias Testing and Mitigation in LLM-based Code Generation
  3 Sep 2023 0 repositories listed
• Harmonization Across Imaging Locations(HAIL): One-Shot Learning for Brain MRI
  21 Aug 2023 0 repositories listed
• One-shot lip-based biometric authentication: extending behavioral features with authentication phrase information
  14 Aug 2023 0 repositories listed
• One-Shot Learning for Periocular Recognition: Exploring the Effect of Domain Adaptation and Data Bias on Deep Representations
  11 Jul 2023 0 repositories listed
• One-Shot Learning of Visual Path Navigation for Autonomous Vehicles
  15 Jun 2023 0 repositories listed
• Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis
  11 Jun 2023 0 repositories listed
• One-shot Learning for Channel Estimation in Massive MIMO Systems
  9 Jun 2023 0 repositories listed
• GPT Self-Supervision for a Better Data Annotator
  7 Jun 2023 0 repositories listed
• One shot learning based drivers head movement identification using a millimetre wave radar sensor
  31 May 2023 0 repositories listed
• Towards Consistent Video Editing with Text-to-Image Diffusion Models
  27 May 2023 0 repositories listed
• Task Adaptive Feature Transformation for One-Shot Learning
  13 Apr 2023 0 repositories listed
• VGTS: Visually Guided Text Spotting for Novel Categories in Historical Manuscripts
  3 Apr 2023 0 repositories listed
• PaCaNet: A Study on CycleGAN with Transfer Learning for Diversifying Fused Chinese Painting and Calligraphy
  30 Jan 2023 0 repositories listed
• Population Template-Based Brain Graph Augmentation for Improving One-Shot Learning Classification
  14 Dec 2022 0 repositories listed
• AROS: Affordance Recognition with One-Shot Human Stances
  21 Oct 2022 0 repositories listed
• DeepRING: Learning Roto-translation Invariant Representation for LiDAR based Place Recognition
  20 Oct 2022 0 repositories listed
• One-Shot Learning of Stochastic Differential Equations with Data Adapted Kernels
  24 Sep 2022 0 repositories listed
• Adaptive Local-Component-aware Graph Convolutional Network for One-shot Skeleton-based Action Recognition
  21 Sep 2022 0 repositories listed
• A System For Robot Concept Learning Through Situated Dialogue
  1 Sep 2022 0 repositories listed
• Towards Robust Drone Vision in the Wild
  21 Aug 2022 0 repositories listed
• Integrating Diverse Knowledge Sources for Online One-shot Learning of Novel Tasks
  19 Aug 2022 0 repositories listed
• FIGO: Enhanced Fingerprint Identification Approach Using GAN and One Shot Learning Techniques
  11 Aug 2022 0 repositories listed
• Rapid Learning of Spatial Representations for Goal-Directed Navigation Based on a Novel Model of Hippocampal Place Fields
  5 Jun 2022 0 repositories listed
• One-shot Learning for Autonomous Aerial Manipulation
  3 Jun 2022 0 repositories listed
• Sleep Posture One-Shot Learning Framework Using Kinematic Data Augmentation: In-Silico and In-Vivo Case Studies
  22 May 2022 0 repositories listed
• Reinforcing Generated Images via Meta-learning for One-Shot Fine-Grained Visual Recognition
  22 Apr 2022 0 repositories listed
• Experimentally realized memristive memory augmented neural network
  15 Apr 2022 0 repositories listed
• One-Shot Learning from a Demonstration with Hierarchical Latent Language
  9 Mar 2022 0 repositories listed
• InsertionNet 2.0: Minimal Contact Multi-Step Insertion Using Multimodal Multiview Sensory Input
  2 Mar 2022 0 repositories listed
• Can Humans Do Less-Than-One-Shot Learning?
  9 Feb 2022 0 repositories listed
• Meta-Reinforcement Learning with Self-Modifying Networks
  4 Feb 2022 0 repositories listed
• One-Shot Learning on Attributed Sequences
  23 Jan 2022 0 repositories listed
• One-Shot Learning from a Demonstration with Hierarchical Latent Language
  16 Nov 2021 0 repositories listed
• Brain-inspired Cognition in Next Generation Racetrack Memories
  3 Nov 2021 0 repositories listed
• On Learning to Solve Cardinality Constrained Combinatorial Optimization in One-Shot: A Re-parameterization Approach via Gumbel-Sinkhorn-TopK
  29 Sep 2021 0 repositories listed
• OSSR-PID: One-Shot Symbol Recognition in P&ID Sheets using Path Sampling and GCN
  8 Sep 2021 0 repositories listed
• High-dimensional separability for one- and few-shot learning
  28 Jun 2021 0 repositories listed
• Adaptive Image Transformer for One-Shot Object Detection
  19 Jun 2021 0 repositories listed
• HDXplore: Automated Blackbox Testing of Brain-Inspired Hyperdimensional Computing
  26 May 2021 0 repositories listed
• One-shot learning for acoustic identification of bird species in non-stationary environments
  1 May 2021 0 repositories listed
• Updatable Siamese Tracker with Two-stage One-shot Learning
  30 Apr 2021 0 repositories listed
• Watershed of Artificial Intelligence: Human Intelligence, Machine Intelligence, and Biological Intelligence
  27 Apr 2021 0 repositories listed
• Demystification of Few-shot and One-shot Learning
  25 Apr 2021 0 repositories listed
• One-shot learning for solution operators of partial differential equations
  6 Apr 2021 0 repositories listed
• HDTest: Differential Fuzz Testing of Brain-Inspired Hyperdimensional Computing
  15 Mar 2021 0 repositories listed
• Harnessing Geometric Constraints from Emotion Labels to improve Face Verification
  5 Mar 2021 0 repositories listed
• One-shot learning for the long term: consolidation with an artificial hippocampal algorithm
  15 Feb 2021 0 repositories listed
• Continuous Learning in Neural Machine Translation using Bilingual Dictionaries
  12 Feb 2021 0 repositories listed
• Unsupervised Noisy Tracklet Person Re-identification
  16 Jan 2021 0 repositories listed
• Better Together: Resnet-50 accuracy with 13 × fewer parameters and at 3 × speed
  1 Jan 2021 0 repositories listed
• Visual Imitation with Reinforcement Learning using Recurrent Siamese Networks
  1 Jan 2021 0 repositories listed
• One-Shot Learning with Triplet Loss for Vegetation Classification Tasks
  14 Dec 2020 0 repositories listed
• Robust One Shot Audio to Video Generation
  14 Dec 2020 0 repositories listed
• Depression Status Estimation by Deep Learning based Hybrid Multi-Modal Fusion Model
  30 Nov 2020 0 repositories listed
• ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition
  30 Nov 2020 0 repositories listed
• Application of Computer Vision Techniques for Segregation of PlasticWaste based on Resin Identification Code
  16 Nov 2020 0 repositories listed
• Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming
  10 Nov 2020 0 repositories listed
• One-Shot Federated Learning with Neuromorphic Processors
  1 Nov 2020 0 repositories listed
• One-shot Learning for Temporal Knowledge Graphs
  23 Oct 2020 0 repositories listed
• Contour Primitive of Interest Extraction Network Based on One-Shot Learning for Object-Agnostic Vision Measurement
  7 Oct 2020 0 repositories listed
• One-Shot learning based classification for segregation of plastic waste
  29 Sep 2020 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.