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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 18 of 19: papers 1,701 to 1,800 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.

• From Classical to Generalized Zero-Shot Learning: a Simple Adaptation Process
  26 Sep 2018 0 repositories listed
• Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation
  12 Sep 2018 0 repositories listed
• Multi-Target Prediction: A Unifying View on Problems and Methods
  7 Sep 2018 0 repositories listed
• Compositional Learning for Human Object Interaction
  1 Sep 2018 0 repositories listed
• End-to-End Joint Semantic Segmentation of Actors and Actions in Video
  1 Sep 2018 0 repositories listed
• Towards Effective Deep Embedding for Zero-Shot Learning
  30 Aug 2018 0 repositories listed
• Open Set Chinese Character Recognition using Multi-typed Attributes
  27 Aug 2018 0 repositories listed
• Multi-Label Zero-Shot Learning with Transfer-Aware Label Embedding Projection
  7 Aug 2018 0 repositories listed
• Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors
  2 Aug 2018 0 repositories listed
• Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition
  24 Jul 2018 0 repositories listed
• Few-Shot Adaptation for Multimedia Semantic Indexing
  19 Jul 2018 0 repositories listed
• Selective Zero-Shot Classification with Augmented Attributes
  19 Jul 2018 0 repositories listed
• Geometric Generalization Based Zero-Shot Learning Dataset Infinite World: Simple Yet Powerful
  10 Jul 2018 0 repositories listed
• Learning Simplifications for Specific Target Audiences
  1 Jul 2018 0 repositories listed
• Toward zero-shot Entity Recognition in Task-oriented Conversational Agents
  1 Jul 2018 0 repositories listed
• Zero-shot Learning of Classifiers from Natural Language Quantification
  1 Jul 2018 0 repositories listed
• Global Semantic Consistency for Zero-Shot Learning
  22 Jun 2018 0 repositories listed
• Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems
  14 Jun 2018 0 repositories listed
• MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning
  12 Jun 2018 0 repositories listed
• Webly Supervised Learning Meets Zero-Shot Learning: A Hybrid Approach for Fine-Grained Classification
  1 Jun 2018 0 repositories listed
• Stacked Semantic-Guided Attention Model for Fine-Grained Zero-Shot Learning
  21 May 2018 0 repositories listed
• Progressive Ensemble Networks for Zero-Shot Recognition
  18 May 2018 0 repositories listed
• Sketch-a-Classifier: Sketch-based Photo Classifier Generation
  30 Apr 2018 0 repositories listed
• Visual Data Synthesis via GAN for Zero-Shot Video Classification
  26 Apr 2018 0 repositories listed
• Complementary Attributes: A New Clue to Zero-Shot Learning
  17 Apr 2018 0 repositories listed
• Zero-Shot Object Detection
  12 Apr 2018 0 repositories listed
• Hierarchical Novelty Detection for Visual Object Recognition
  2 Apr 2018 0 repositories listed
• Transductive Unbiased Embedding for Zero-Shot Learning
  30 Mar 2018 0 repositories listed
• Preserving Semantic Relations for Zero-Shot Learning
  8 Mar 2018 0 repositories listed
• A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression
  5 Mar 2018 0 repositories listed
• Deep Learning for Malicious Flow Detection
  9 Feb 2018 0 repositories listed
• Zero-Shot Kernel Learning
  5 Feb 2018 0 repositories listed
• A Generative Approach to Zero-Shot and Few-Shot Action Recognition
  27 Jan 2018 0 repositories listed
• Class label autoencoder for zero-shot learning
  25 Jan 2018 0 repositories listed
• Zero-Shot Learning via Latent Space Encoding
  26 Dec 2017 0 repositories listed
• Generalized Zero-Shot Learning via Synthesized Examples
  11 Dec 2017 0 repositories listed
• Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery
  9 Dec 2017 0 repositories listed
• Combining Deep Universal Features, Semantic Attributes, and Hierarchical Classification for Zero-Shot Learning
  8 Dec 2017 0 repositories listed
• Neural Cross-Lingual Entity Linking
  5 Dec 2017 0 repositories listed
• A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts
  4 Dec 2017 0 repositories listed
• Zero-shot Learning via Shared-Reconstruction-Graph Pursuit
  20 Nov 2017 0 repositories listed
• Zero-Shot Learning via Category-Specific Visual-Semantic Mapping
  16 Nov 2017 0 repositories listed
• Zero-Shot Learning via Class-Conditioned Deep Generative Models
  15 Nov 2017 0 repositories listed
• Radical analysis network for zero-shot learning in printed Chinese character recognition
  3 Nov 2017 0 repositories listed
• Generalized Zero-Shot Learning for Action Recognition with Web-Scale Video Data
  20 Oct 2017 0 repositories listed
• Recent Advances in Zero-shot Recognition
  13 Oct 2017 0 repositories listed
• Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer
  10 Oct 2017 0 repositories listed
• Joint Learning of Object and Action Detectors
  1 Oct 2017 0 repositories listed
• Learning Discriminative Latent Attributes for Zero-Shot Classification
  1 Oct 2017 0 repositories listed
• A Grassmannian Approach to Zero-Shot Learning for Network Intrusion Detection
  23 Sep 2017 0 repositories listed
• Multi-Label Zero-Shot Human Action Recognition via Joint Latent Ranking Embedding
  15 Sep 2017 0 repositories listed
• Zero-Shot Learning to Manage a Large Number of Place-Specific Compressive Change Classifiers
  15 Sep 2017 0 repositories listed
• Supervising Unsupervised Learning
  14 Sep 2017 0 repositories listed
• Joint Dictionaries for Zero-Shot Learning
  12 Sep 2017 0 repositories listed
• Link the head to the "beak": Zero Shot Learning from Noisy Text Description at Part Precision
  4 Sep 2017 0 repositories listed
• A Generative Model For Zero Shot Learning Using Conditional Variational Autoencoders
  3 Sep 2017 0 repositories listed
• Knowledge Distillation for Bilingual Dictionary Induction
  1 Sep 2017 0 repositories listed
• Generating Visual Representations for Zero-Shot Classification
  23 Aug 2017 0 repositories listed
• Weakly-supervised learning of visual relations
  29 Jul 2017 0 repositories listed
• Boosted Zero-Shot Learning with Semantic Correlation Regularization
  25 Jul 2017 0 repositories listed
• Visually Aligned Word Embeddings for Improving Zero-shot Learning
  18 Jul 2017 0 repositories listed
• Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics
  4 Jul 2017 0 repositories listed
• Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning
  1 Jul 2017 0 repositories listed
• Matrix Tri-Factorization With Manifold Regularizations for Zero-Shot Learning
  1 Jul 2017 0 repositories listed
• Multimodal Machine Learning: Integrating Language, Vision and Speech
  1 Jul 2017 0 repositories listed
• Obtaining referential word meanings from visual and distributional information: Experiments on object naming
  1 Jul 2017 0 repositories listed
• Zero-Shot Classification With Discriminative Semantic Representation Learning
  1 Jul 2017 0 repositories listed
• Zero Shot Learning via Multi-Scale Manifold Regularization
  1 Jul 2017 0 repositories listed
• Alternative Semantic Representations for Zero-Shot Human Action Recognition
  28 Jun 2017 0 repositories listed
• A Unified approach for Conventional Zero-shot, Generalized Zero-shot and Few-shot Learning
  27 Jun 2017 0 repositories listed
• Generative-Discriminative Variational Model for Visual Recognition
  7 Jun 2017 0 repositories listed
• Learning Structured Semantic Embeddings for Visual Recognition
  5 Jun 2017 0 repositories listed
• Zero-Shot Learning with Generative Latent Prototype Model
  26 May 2017 0 repositories listed
• Semantic Softmax Loss for Zero-Shot Learning
  22 May 2017 0 repositories listed
• From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis
  4 May 2017 0 repositories listed
• Improving Facial Attribute Prediction using Semantic Segmentation
  27 Apr 2017 0 repositories listed
• Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories
  12 Apr 2017 0 repositories listed
• A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment
  28 Mar 2017 0 repositories listed
• Transductive Zero-Shot Learning with a Self-training dictionary approach
  27 Mar 2017 0 repositories listed
• Transductive Zero-Shot Learning with Adaptive Structural Embedding
  27 Mar 2017 0 repositories listed
• Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes
  22 Mar 2017 0 repositories listed
• Zero-Shot Learning by Generating Pseudo Feature Representations
  19 Mar 2017 0 repositories listed
• Zero-Shot Recognition using Dual Visual-Semantic Mapping Paths
  15 Mar 2017 0 repositories listed
• DeMIAN: Deep Modality Invariant Adversarial Network
  23 Dec 2016 0 repositories listed
• Tinkering Under the Hood: Interactive Zero-Shot Learning with Net Surgery
  15 Dec 2016 0 repositories listed
• Zero-Shot Learning posed as a Missing Data Problem
  2 Dec 2016 0 repositories listed
• Exploring Distributional Representations and Machine Translation for Aspect-based Cross-lingual Sentiment Classification.
  1 Dec 2016 0 repositories listed
• Label Embedding for Zero-shot Fine-grained Named Entity Typing
  1 Dec 2016 0 repositories listed
• Unifying Multi-Domain Multi-Task Learning: Tensor and Neural Network Perspectives
  28 Nov 2016 0 repositories listed
• Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation
  26 Nov 2016 0 repositories listed
• Learning Joint Feature Adaptation for Zero-Shot Recognition
  23 Nov 2016 0 repositories listed
• Gaussian Visual-Linguistic Embedding for Zero-Shot Recognition
  1 Nov 2016 0 repositories listed
• Local Similarity-Aware Deep Feature Embedding
  27 Oct 2016 0 repositories listed
• Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning
  15 Oct 2016 0 repositories listed
• Zero Shot Hashing
  9 Oct 2016 0 repositories listed
• Hard Negative Mining for Metric Learning Based Zero-Shot Classification
  26 Aug 2016 0 repositories listed
• Infinite-Label Learning with Semantic Output Codes
  23 Aug 2016 0 repositories listed
• Detecting Visually Relevant Sentences for Fine-Grained Classification
  1 Aug 2016 0 repositories listed
• Improving Zero-Shot-Learning for German Particle Verbs by using Training-Space Restrictions and Local Scaling
  1 Aug 2016 0 repositories listed
• Attribute Learning for Network Intrusion Detection
  28 Jul 2016 0 repositories listed