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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 3 of 4: papers 201 to 300 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.

• DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations
  14 Sep 2020 0 repositories listed
• Exploiting Temporal Coherence for Self-Supervised One-shot Video Re-identification
  21 Jul 2020 0 repositories listed
• Sorted Pooling in Convolutional Networks for One-shot Learning
  20 Jul 2020 0 repositories listed
• Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching
  11 Jul 2020 0 repositories listed
• Learning to Segment Anatomical Structures Accurately from One Exemplar
  6 Jul 2020 0 repositories listed
• Leveraging Siamese Networks for One-Shot Intrusion Detection Model
  27 Jun 2020 0 repositories listed
• AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking
  27 May 2020 0 repositories listed
• Physics-based polynomial neural networks for one-shot learning of dynamical systems from one or a few samples
  24 May 2020 0 repositories listed
• One-Shot Image Classification by Learning to Restore Prototypes
  4 May 2020 0 repositories listed
• Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review
  29 Apr 2020 0 repositories listed
• One-Shot GAN Generated Fake Face Detection
  27 Mar 2020 0 repositories listed
• Compositional Embeddings for Multi-Label One-Shot Learning
  11 Feb 2020 0 repositories listed
• Uncertainty-based Modulation for Lifelong Learning
  27 Jan 2020 0 repositories listed
• A One-Shot Learning Framework for Assessment of Fibrillar Collagen from Second Harmonic Generation Images of an Infarcted Myocardium
  23 Jan 2020 0 repositories listed
• Learning similarity measures from data
  15 Jan 2020 0 repositories listed
• RC-DARTS: Resource Constrained Differentiable Architecture Search
  30 Dec 2019 0 repositories listed
• Verbal Programming of Robot Behavior
  21 Nov 2019 0 repositories listed
• One-shot learning and behavioral eligibility traces in sequential decision making
  12 Nov 2019 0 repositories listed
• Generative One-Shot Face Recognition
  28 Sep 2019 0 repositories listed
• Compositional Embeddings: Joint Perception and Comparison of Class Label Sets
  25 Sep 2019 0 repositories listed
• Multimodal Continuation-style Architectures for Human-Robot Interaction
  18 Sep 2019 0 repositories listed
• Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances
  6 Sep 2019 0 repositories listed
• Augmented Memory Networks for Streaming-Based Active One-Shot Learning
  4 Sep 2019 0 repositories listed
• Automatic detection of rare pathologies in fundus photographs using few-shot learning
  22 Jul 2019 0 repositories listed
• Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation
  1 Jul 2019 0 repositories listed
• HalalNet: A Deep Neural Network that Classifies the Halalness Slaughtered Chicken from their Images
  10 Jun 2019 0 repositories listed
• Learning Relational Representations by Analogy using Hierarchical Siamese Networks
  1 Jun 2019 0 repositories listed
• Measuring Immediate Adaptation Performance for Neural Machine Translation
  1 Jun 2019 0 repositories listed
• A Hippocampus Model for Online One-Shot Storage of Pattern Sequences
  30 May 2019 0 repositories listed
• What Can ResNet Learn Efficiently, Going Beyond Kernels?
  24 May 2019 0 repositories listed
• One-Shot Learning for Text-to-SQL Generation
  26 Apr 2019 0 repositories listed
• OSVNet: Convolutional Siamese Network for Writer Independent Online Signature Verification
  30 Mar 2019 0 repositories listed
• Augmented Memory Networks for Streaming-Based Active One-Shot Learning
  20 Mar 2019 0 repositories listed
• Similarity Learning Networks for Animal Individual Re-Identification -- Beyond the Capabilities of a Human Observer
  21 Feb 2019 0 repositories listed
• Towards Learning to Imitate from a Single Video Demonstration
  22 Jan 2019 0 repositories listed
• Generative One-Shot Learning (GOL): A Semi-Parametric Approach to One-Shot Learning in Autonomous Vision
  19 Dec 2018 0 repositories listed
• TET-GAN: Text Effects Transfer via Stylization and Destylization
  16 Dec 2018 0 repositories listed
• That's Mine! Learning Ownership Relations and Norms for Robots
  2 Dec 2018 0 repositories listed
• Trading robust representations for sample complexity through self-supervised visual experience
  1 Dec 2018 0 repositories listed
• Unsupervised Meta-Learning For Few-Shot Image Classification
  28 Nov 2018 0 repositories listed
• Tackling Early Sparse Gradients in Softmax Activation Using Leaky Squared Euclidean Distance
  27 Nov 2018 0 repositories listed
• Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks
  15 Nov 2018 0 repositories listed
• Face Verification and Forgery Detection for Ophthalmic Surgery Images
  15 Nov 2018 0 repositories listed
• Learning from limited datasets: Implications for Natural Language Generation and Human-Robot Interaction
  1 Nov 2018 0 repositories listed
• Investigation of using disentangled and interpretable representations with language conditioning for cross-lingual voice conversion
  22 Oct 2018 0 repositories listed
• O2A: One-shot Observational learning with Action vectors
  17 Oct 2018 0 repositories listed
• Towards one-shot learning for rare-word translation with external experts
  10 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
• On the Adaptability of Unsupervised CNN-Based Deformable Image Registration to Unseen Image Domains
  1 Sep 2018 0 repositories listed
• Learning to Support: Exploiting Structure Information in Support Sets for One-Shot Learning
  22 Aug 2018 0 repositories listed
• An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification
  1 Aug 2018 0 repositories listed
• KIT Lecture Translator: Multilingual Speech Translation with One-Shot Learning
  1 Aug 2018 0 repositories listed
• Object Relation Detection Based on One-shot Learning
  16 Jul 2018 0 repositories listed
• Metalearning with Hebbian Fast Weights
  12 Jul 2018 0 repositories listed
• Dynamic Spectrum Matching with One-shot Learning
  23 Jun 2018 0 repositories listed
• Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning
  1 Jun 2018 0 repositories listed
• One-Shot Action Localization by Learning Sequence Matching Network
  1 Jun 2018 0 repositories listed
• Using Paraphrasing and Memory-Augmented Models to Combat Data Sparsity in Question Interpretation with a Virtual Patient Dialogue System
  1 Jun 2018 0 repositories listed
• A Generative Model For Electron Paths
  23 May 2018 0 repositories listed
• Memory Matching Networks for One-Shot Image Recognition
  23 Apr 2018 0 repositories listed
• One-Shot Learning using Mixture of Variational Autoencoders: a Generalization Learning approach
  18 Apr 2018 0 repositories listed
• MemGEN: Memory is All You Need
  29 Mar 2018 0 repositories listed
• Assessing Shape Bias Property of Convolutional Neural Networks
  21 Mar 2018 0 repositories listed
• Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters
  1 Feb 2018 0 repositories listed
• Weakly Supervised One-Shot Detection with Attention Similarity Networks
  10 Jan 2018 0 repositories listed
• VOCABULARY-INFORMED VISUAL FEATURE AUGMENTATION FOR ONE-SHOT LEARNING
  1 Jan 2018 0 repositories listed
• Max-Margin Invariant Features from Transformed Unlabelled Data
  1 Dec 2017 0 repositories listed
• MAVOT: Memory-Augmented Video Object Tracking
  26 Nov 2017 0 repositories listed
• DART: Distribution Aware Retinal Transform for Event-based Cameras
  30 Oct 2017 0 repositories listed
• Max-Margin Invariant Features from Transformed Unlabeled Data
  24 Oct 2017 0 repositories listed
• Improving One-Shot Learning through Fusing Side Information
  23 Oct 2017 0 repositories listed
• Continual One-Shot Learning of Hidden Spike-Patterns with Neural Network Simulation Expansion and STDP Convergence Predictions
  30 Aug 2017 0 repositories listed
• One-Shot Learning in Discriminative Neural Networks
  18 Jul 2017 0 repositories listed
• The Complex Negotiation Dialogue Game
  5 Jul 2017 0 repositories listed
• Multi-Attention Network for One Shot Learning
  1 Jul 2017 0 repositories listed
• One-Shot Metric Learning for Person Re-Identification
  1 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
• Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study
  26 Jun 2017 0 repositories listed
• Rotation Invariance Neural Network
  17 Jun 2017 0 repositories listed
• Toward Optimal Run Racing: Application to Deep Learning Calibration
  10 Jun 2017 0 repositories listed
• Quadruplet Network with One-Shot Learning for Fast Visual Object Tracking
  19 May 2017 0 repositories listed
• Comparison of Maximum Likelihood and GAN-based training of Real NVPs
  15 May 2017 0 repositories listed
• Distributional Modeling on a Diet: One-shot Word Learning from Text Only
  14 Apr 2017 0 repositories listed
• One-Shot Neural Cross-Lingual Transfer for Paradigm Completion
  31 Mar 2017 0 repositories listed
• Generative Adversarial Residual Pairwise Networks for One Shot Learning
  23 Mar 2017 0 repositories listed
• Discovering objects and their relations from entangled scene representations
  16 Feb 2017 0 repositories listed
• Fast Adaptation in Generative Models with Generative Matching Networks
  7 Dec 2016 0 repositories listed
• Inverting The Generator Of A Generative Adversarial Network
  17 Nov 2016 0 repositories listed
• Low Data Drug Discovery with One-shot Learning
  10 Nov 2016 0 repositories listed
• Latent Attention For If-Then Program Synthesis
  7 Nov 2016 0 repositories listed
• ARTiS: Appearance-based Action Recognition in Task Space for Real-Time Human-Robot Collaboration
  18 Oct 2016 0 repositories listed
• Task Specific Adversarial Cost Function
  27 Sep 2016 0 repositories listed
• Towards Generalizable Sentence Embeddings
  1 Aug 2016 0 repositories listed
• Covariance of Motion and Appearance Featuresfor Spatio Temporal Recognition Tasks
  16 Jun 2016 0 repositories listed
• Learning feed-forward one-shot learners
  16 Jun 2016 0 repositories listed
• One-Shot Learning of Scene Locations via Feature Trajectory Transfer
  1 Jun 2016 0 repositories listed
• Modeling Time Series Similarity with Siamese Recurrent Networks
  15 Mar 2016 0 repositories listed
• One Shot Learning via Compositions of Meaningful Patches
  1 Dec 2015 0 repositories listed
• One-Shot Learning of Manipulation Skills with Online Dynamics Adaptation and Neural Network Priors
  23 Sep 2015 0 repositories listed
• A Model of Zero-Shot Learning of Spoken Language Understanding
  1 Sep 2015 0 repositories listed