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Zero-Shot Learning

Papers archive 2025-07-28

archive papers tagged: 1,864 · with a code link: 787 · where Syntology ran a sample: 245 (204 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (245 of 1,864 tagged: 204 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument)

Page 15 of 19: papers 1,401 to 1,500 of 1,864, 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.

• Learn to Adapt for Generalized Zero-Shot Text Classification
  16 Nov 2021 0 repositories listed
• Mixture-of-Graphs: Zero-shot Relational Learning for Knowledge Graph by Fusing Ontology and Textual Experts
  16 Nov 2021 0 repositories listed
• Solving Linear Algebra by Program Synthesis
  16 Nov 2021 0 repositories listed
• Solving Linear Algebra by Program Synthesis
  16 Nov 2021 0 repositories listed
• Zero-shot Learning for Grapheme to Phoneme Conversion with Language Ensemble
  16 Nov 2021 0 repositories listed
• Zero-Shot Script Parsing
  16 Nov 2021 0 repositories listed
• Multimodal Generalized Zero Shot Learning for Gleason Grading using Self-Supervised Learning
  15 Nov 2021 0 repositories listed
• An Entropy-guided Reinforced Partial Convolutional Network for Zero-Shot Learning
  3 Nov 2021 0 repositories listed
• Dual Progressive Prototype Network for Generalized Zero-Shot Learning
  3 Nov 2021 0 repositories listed
• Zero-Shot Translation using Diffusion Models
  2 Nov 2021 0 repositories listed
• A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach
  1 Nov 2021 0 repositories listed
• Cross-lingual Sentence Embedding using Multi-Task Learning
  1 Nov 2021 0 repositories listed
• Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators
  22 Oct 2021 0 repositories listed
• MixNorm: Test-Time Adaptation Through Online Normalization Estimation
  21 Oct 2021 0 repositories listed
• On The Ingredients of an Effective Zero-shot Semantic Parser
  15 Oct 2021 0 repositories listed
• Region Semantically Aligned Network for Zero-Shot Learning
  14 Oct 2021 0 repositories listed
• EventBERT: A Pre-Trained Model for Event Correlation Reasoning
  13 Oct 2021 0 repositories listed
• From Zero-Shot Machine Learning to Zero-Day Attack Detection
  30 Sep 2021 0 repositories listed
• GUIDED MCMC FOR SPARSE BAYESIAN MODELS TO DETECT RARE EVENTS IN IMAGES SANS LABELED DATA
  29 Sep 2021 0 repositories listed
• Open Set Domain Adaptation with Zero-shot Learning on Graph
  29 Sep 2021 0 repositories listed
• Testing-Time Adaptation through Online Normalization Estimation
  29 Sep 2021 0 repositories listed
• Towards Generic Interface for Human-Neural Network Knowledge Exchange
  29 Sep 2021 0 repositories listed
• Transductive Universal Transport for Zero-Shot Action Recognition
  29 Sep 2021 0 repositories listed
• DeepPSL: End-to-end perception and reasoning
  28 Sep 2021 0 repositories listed
• Multimodality in Meta-Learning: A Comprehensive Survey
  28 Sep 2021 0 repositories listed
• Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data
  22 Sep 2021 0 repositories listed
• Dynamics-Aware Quality-Diversity for Efficient Learning of Skill Repertoires
  16 Sep 2021 0 repositories listed
• Reframing Instructional Prompts to GPTk's Language
  16 Sep 2021 0 repositories listed
• Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework
  11 Sep 2021 0 repositories listed
• A Recipe For Arbitrary Text Style Transfer with Large Language Models
  8 Sep 2021 0 repositories listed
• Multi-Modal Zero-Shot Sign Language Recognition
  2 Sep 2021 0 repositories listed
• SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation
  27 Aug 2021 0 repositories listed
• Structure-Aware Feature Generation for Zero-Shot Learning
  16 Aug 2021 0 repositories listed
• Towards Visual Explainable Active Learning for Zero-Shot Classification
  15 Aug 2021 0 repositories listed
• MeetSum: Transforming Meeting Transcript Summarization using Transformers!
  13 Aug 2021 0 repositories listed
• CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models
  1 Aug 2021 0 repositories listed
• Fine-grained Event Classification in News-like Text Snippets - Shared Task 2, CASE 2021
  1 Aug 2021 0 repositories listed
• Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting
  1 Aug 2021 0 repositories listed
• Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification
  1 Aug 2021 0 repositories listed
• Language Models as Zero-shot Visual Semantic Learners
  26 Jul 2021 0 repositories listed
• What Remains of Visual Semantic Embeddings
  26 Jul 2021 0 repositories listed
• External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery
  22 Jul 2021 0 repositories listed
• Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study
  16 Jul 2021 0 repositories listed
• Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains
  15 Jul 2021 0 repositories listed
• Structured Latent Embeddings for Recognizing Unseen Classes in Unseen Domains
  12 Jul 2021 0 repositories listed
• Zero-Shot Compositional Concept Learning
  12 Jul 2021 0 repositories listed
• Learn from Anywhere: Rethinking Generalized Zero-Shot Learning with Limited Supervision
  11 Jul 2021 0 repositories listed
• Recent Neural Methods on Dialogue State Tracking for Task-Oriented Dialogue Systems: A Survey
  1 Jul 2021 0 repositories listed
• Language-Level Semantics Conditioned 3D Point Cloud Segmentation
  1 Jul 2021 0 repositories listed
• Generalized Zero-Shot Learning using Multimodal Variational Auto-Encoder with Semantic Concepts
  26 Jun 2021 0 repositories listed
• Zero-Shot Joint Modeling of Multiple Spoken-Text-Style Conversion Tasks using Switching Tokens
  23 Jun 2021 0 repositories listed
• STEP-EZ: Syntax Tree guided semantic ExPlanation for Explainable Zero-shot modeling of clinical depression symptoms from text
  21 Jun 2021 0 repositories listed
• Zero-shot learning approach to adaptive Cybersecurity using Explainable AI
  21 Jun 2021 0 repositories listed
• Light Field Super-Resolution With Zero-Shot Learning
  19 Jun 2021 0 repositories listed
• A Recipe For Arbitrary Text Style Transfer with Large Language Models
  16 Jun 2021 0 repositories listed
• Zero-sample surface defect detection and classification based on semantic feedback neural network
  15 Jun 2021 0 repositories listed
• Conterfactual Generative Zero-Shot Semantic Segmentation
  11 Jun 2021 0 repositories listed
• Phase retrieval with physics informed zero-shot learning
  8 Jun 2021 0 repositories listed
• Transferring Knowledge from Text to Video: Zero-Shot Anticipation for Procedural Actions
  6 Jun 2021 0 repositories listed
• How to Adapt Your Pretrained Multilingual Model to 1600 Languages
  3 Jun 2021 0 repositories listed
• GAN for Vision, KG for Relation: a Two-stage Deep Network for Zero-shot Action Recognition
  25 May 2021 0 repositories listed
• Compositional Fine-Grained Low-Shot Learning
  21 May 2021 0 repositories listed
• Zero-Shot Recommender Systems
  18 May 2021 0 repositories listed
• Multiple-Input Multiple-Output Fusion Network For Generalized Zero-Shot Learning
  13 May 2021 0 repositories listed
• Continuous representations of intents for dialogue systems
  8 May 2021 0 repositories listed
• Test-Time Adaptation Toward Personalized Speech Enhancement: Zero-Shot Learning with Knowledge Distillation
  8 May 2021 0 repositories listed
• Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection
  8 May 2021 0 repositories listed
• One Model to Rule them All: Towards Zero-Shot Learning for Databases
  3 May 2021 0 repositories listed
• A Framework for Unsupervised Classificiation and Data Mining of Tweets about Cyber Vulnerabilities
  23 Apr 2021 0 repositories listed
• Attribute-Modulated Generative Meta Learning for Zero-Shot Classification
  22 Apr 2021 0 repositories listed
• CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval
  20 Apr 2021 0 repositories listed
• Multi-target prediction for dummies using two-branch neural networks
  19 Apr 2021 0 repositories listed
• Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation
  18 Apr 2021 0 repositories listed
• Evaluating Pre-Trained Models for User Feedback Analysis in Software Engineering: A Study on Classification of App-Reviews
  12 Apr 2021 0 repositories listed
• Learning Robust Visual-semantic Mapping for Zero-shot Learning
  12 Apr 2021 0 repositories listed
• Hippocampus-heuristic Character Recognition Network for Zero-shot Learning
  6 Apr 2021 0 repositories listed
• Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning
  5 Apr 2021 0 repositories listed
• Low-Resource Neural Machine Translation for Southern African Languages
  1 Apr 2021 0 repositories listed
• Universal Joy A Data Set and Results for Classifying Emotions Across Languages
  1 Apr 2021 0 repositories listed
• Rectification-based Knowledge Retention for Continual Learning
  30 Mar 2021 0 repositories listed
• A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings
  29 Mar 2021 0 repositories listed
• Incrementally Zero-Shot Detection by an Extreme Value Analyzer
  23 Mar 2021 0 repositories listed
• Learning without Seeing nor Knowing: Towards Open Zero-Shot Learning
  23 Mar 2021 0 repositories listed
• Classifier Crafting: Turn Your ConvNet into a Zero-Shot Learner!
  20 Mar 2021 0 repositories listed
• DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning
  19 Mar 2021 0 repositories listed
• Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions
  17 Mar 2021 0 repositories listed
• On Implicit Attribute Localization for Generalized Zero-Shot Learning
  8 Mar 2021 0 repositories listed
• Task Aligned Generative Meta-learning for Zero-shot Learning
  3 Mar 2021 0 repositories listed
• Performance Variability in Zero-Shot Classification
  1 Mar 2021 0 repositories listed
• Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification
  26 Feb 2021 0 repositories listed
• Zero-Shot Learning Based on Knowledge Sharing
  26 Feb 2021 0 repositories listed
• A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives
  25 Feb 2021 0 repositories listed
• Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning
  23 Feb 2021 0 repositories listed
• Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning
  23 Feb 2021 0 repositories listed
• Wider Vision: Enriching Convolutional Neural Networks via Alignment to External Knowledge Bases
  22 Feb 2021 0 repositories listed
• An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval
  8 Feb 2021 0 repositories listed
• Transductive Zero-Shot Learning by Decoupled Feature Generation
  5 Feb 2021 0 repositories listed
• Zero-shot Learning with Deep Neural Networks for Object Recognition
  5 Feb 2021 0 repositories listed
• Isometric Propagation Network for Generalized Zero-shot Learning
  3 Feb 2021 0 repositories listed
• Semantic Borrowing for Generalized Zero-Shot Learning
  30 Jan 2021 0 repositories listed