Browse State-of-the-Art › Zero-Shot Learning › Papers, page 14

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 14 of 19: papers 1,301 to 1,400 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.

• Training self-supervised peptide sequence models on artificially chopped proteins
  9 Nov 2022 0 repositories listed
• Simple Primitives with Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-shot Learning
  5 Nov 2022 0 repositories listed
• Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection
  2 Nov 2022 0 repositories listed
• Text2Model: Text-based Model Induction for Zero-shot Image Classification
  27 Oct 2022 0 repositories listed
• Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction
  27 Oct 2022 0 repositories listed
• Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models
  26 Oct 2022 0 repositories listed
• Zero-Shot Learning of a Conditional Generative Adversarial Network for Data-Free Network Quantization
  26 Oct 2022 0 repositories listed
• Learning Attention Propagation for Compositional Zero-Shot Learning
  20 Oct 2022 0 repositories listed
• Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents
  11 Oct 2022 0 repositories listed
• Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning
  11 Oct 2022 0 repositories listed
• Non-intrusive Load Monitoring based on Self-supervised Learning
  9 Oct 2022 0 repositories listed
• APE: Aligning Pretrained Encoders to Quickly Learn Aligned Multimodal Representations
  8 Oct 2022 0 repositories listed
• HyperHawkes: Hypernetwork based Neural Temporal Point Process
  1 Oct 2022 0 repositories listed
• ITAINNOVA at SocialDisNER: A Transformers cocktail for disease identification in social media in Spanish
  1 Oct 2022 0 repositories listed
• Slot Dependency Modeling for Zero-Shot Cross-Domain Dialogue State Tracking
  1 Oct 2022 0 repositories listed
• Zero-shot Script Parsing
  1 Oct 2022 0 repositories listed
• Prompt-guided Scene Generation for 3D Zero-Shot Learning
  29 Sep 2022 0 repositories listed
• DeepGraphONet: A Deep Graph Operator Network to Learn and Zero-shot Transfer the Dynamic Response of Networked Systems
  21 Sep 2022 0 repositories listed
• I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification
  21 Sep 2022 0 repositories listed
• WeLM: A Well-Read Pre-trained Language Model for Chinese
  21 Sep 2022 0 repositories listed
• Vision Transformers for Action Recognition: A Survey
  13 Sep 2022 0 repositories listed
• Depression Symptoms Modelling from Social Media Text: A Semi-supervised Learning Approach
  6 Sep 2022 0 repositories listed
• Federated Zero-Shot Learning for Visual Recognition
  5 Sep 2022 0 repositories listed
• Flexible Job Classification with Zero-Shot Learning
  30 Aug 2022 0 repositories listed
• Exploring Semantic Attributes from A Foundation Model for Federated Learning of Disjoint Label Spaces
  29 Aug 2022 0 repositories listed
• Cross-Modal Alignment Learning of Vision-Language Conceptual Systems
  31 Jul 2022 0 repositories listed
• LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning
  25 Jul 2022 0 repositories listed
• Don't Stop Learning: Towards Continual Learning for the CLIP Model
  19 Jul 2022 0 repositories listed
• Stroke-Based Autoencoders: Self-Supervised Learners for Efficient Zero-Shot Chinese Character Recognition
  17 Jul 2022 0 repositories listed
• Contrastive Adapters for Foundation Model Group Robustness
  14 Jul 2022 0 repositories listed
• Few-shot training LLMs for project-specific code-summarization
  9 Jul 2022 0 repositories listed
• GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning
  5 Jul 2022 0 repositories listed
• PA Ph&Tech at SemEval-2022 Task 11: NER Task with Ensemble Embedding from Reinforcement Learning
  1 Jul 2022 0 repositories listed
• Starting from “Zero”: An Incremental Zero-shot Learning Approach for Assessing Peer Feedback Comments
  1 Jul 2022 0 repositories listed
• A Zero-Shot Classification Approach for a Word-Guessing Challenge
  27 Jun 2022 0 repositories listed
• Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator
  16 Jun 2022 0 repositories listed
• From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams
  11 Jun 2022 0 repositories listed
• Zero-Shot Audio Classification using Image Embeddings
  10 Jun 2022 0 repositories listed
• A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism
  5 Jun 2022 0 repositories listed
• Prefix Conditioning Unifies Language and Label Supervision
  2 Jun 2022 0 repositories listed
• Building Domain-specific Corpora from the Web: the Case of European Digital Service Infrastructures
  1 Jun 2022 0 repositories listed
• Minimising Biasing Word Errors for Contextual ASR with the Tree-Constrained Pointer Generator
  18 May 2022 0 repositories listed
• Open Vocabulary Extreme Classification Using Generative Models
  12 May 2022 0 repositories listed
• A Checkpoint on Multilingual Misogyny Identification
  1 May 2022 0 repositories listed
• Dataset Debt in Biomedical Language Modeling
  1 May 2022 0 repositories listed
• Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models
  1 May 2022 0 repositories listed
• English-Malay Word Embeddings Alignment for Cross-lingual Emotion Classification with Hierarchical Attention Network
  1 May 2022 0 repositories listed
• PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining
  29 Apr 2022 0 repositories listed
• On Leveraging Variational Graph Embeddings for Open World Compositional Zero-Shot Learning
  23 Apr 2022 0 repositories listed
• iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition
  22 Apr 2022 0 repositories listed
• Learning Compositional Representations for Effective Low-Shot Generalization
  17 Apr 2022 0 repositories listed
• Robust Cross-Modal Representation Learning with Progressive Self-Distillation
  10 Apr 2022 0 repositories listed
• An Analysis of Semantically-Aligned Speech-Text Embeddings
  4 Apr 2022 0 repositories listed
• Attribute Prototype Network for Any-Shot Learning
  4 Apr 2022 0 repositories listed
• Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification
  4 Apr 2022 0 repositories listed
• An Iterative Co-Training Transductive Framework for Zero Shot Learning
  30 Mar 2022 0 repositories listed
• Hybrid Routing Transformer for Zero-Shot Learning
  29 Mar 2022 0 repositories listed
• Practical Aspects of Zero-Shot Learning
  29 Mar 2022 0 repositories listed
• Zero-shot meta-learning for small-scale data from human subjects
  29 Mar 2022 0 repositories listed
• mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling
  24 Mar 2022 0 repositories listed
• Mixed Differential Privacy in Computer Vision
  22 Mar 2022 0 repositories listed
• Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability
  21 Mar 2022 0 repositories listed
• Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation
  19 Mar 2022 0 repositories listed
• Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector
  17 Mar 2022 0 repositories listed
• Efficient Language Modeling with Sparse all-MLP
  14 Mar 2022 0 repositories listed
• Non-generative Generalized Zero-shot Learning via Task-correlated Disentanglement and Controllable Samples Synthesis
  10 Mar 2022 0 repositories listed
• HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing
  9 Mar 2022 0 repositories listed
• Universal Prototype Transport for Zero-Shot Action Recognition and Localization
  8 Mar 2022 0 repositories listed
• Towards Unbiased Multi-label Zero-Shot Learning with Pyramid and Semantic Attention
  7 Mar 2022 0 repositories listed
• Cluster-based Contrastive Disentangling for Generalized Zero-Shot Learning
  5 Mar 2022 0 repositories listed
• Zero Shot Learning for Predicting Energy Usage of Buildings in Sustainable Design
  10 Feb 2022 0 repositories listed
• GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records
  2 Feb 2022 0 repositories listed
• Assessment of DeepONet for reliability analysis of stochastic nonlinear dynamical systems
  31 Jan 2022 0 repositories listed
• ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization
  18 Jan 2022 0 repositories listed
• Extreme Zero-Shot Learning for Extreme Text Classification
  16 Jan 2022 0 repositories listed
• S5 Framework: A Review of Self-Supervised Shared Semantic Space Optimization for Multimodal Zero-Shot Learning
  16 Jan 2022 0 repositories listed
• Towards Zero-shot Sign Language Recognition
  15 Jan 2022 0 repositories listed
• HardBoost: Boosting Zero-Shot Learning with Hard Classes
  14 Jan 2022 0 repositories listed
• Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic
  9 Jan 2022 0 repositories listed
• Textual Data Augmentation for Arabic-English Code-Switching Speech Recognition
  7 Jan 2022 0 repositories listed
• Diversity-boosted Generalization-Specialization Balancing for Zero-shot Learning
  6 Jan 2022 0 repositories listed
• ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling
  4 Jan 2022 0 repositories listed
• Semantically Grounded Visual Embeddings for Zero-Shot Learning
  3 Jan 2022 0 repositories listed
• Distinguishing Unseen From Seen for Generalized Zero-Shot Learning
  1 Jan 2022 0 repositories listed
• En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning
  1 Jan 2022 0 repositories listed
• Semantic Feature Extraction for Generalized Zero-shot Learning
  29 Dec 2021 0 repositories listed
• A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision
  27 Dec 2021 0 repositories listed
• Domain-Aware Continual Zero-Shot Learning
  24 Dec 2021 0 repositories listed
• Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification
  24 Dec 2021 0 repositories listed
• Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey
  18 Dec 2021 0 repositories listed
• AutoGraphex: Zero-shot Biomedical Definition Generation with Automatic Prompting
  17 Dec 2021 0 repositories listed
• CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions
  9 Dec 2021 0 repositories listed
• A Survey of Deep Learning for Low-Shot Object Detection
  6 Dec 2021 0 repositories listed
• Prototypical Model with Novel Information-theoretic Loss Function for Generalized Zero Shot Learning
  6 Dec 2021 0 repositories listed
• VT-CLIP: Enhancing Vision-Language Models with Visual-guided Texts
  4 Dec 2021 0 repositories listed
• Rethink, Revisit, Revise: A Spiral Reinforced Self-Revised Network for Zero-Shot Learning
  1 Dec 2021 0 repositories listed
• Zero-Shot Semantic Segmentation via Spatial and Multi-Scale Aware Visual Class Embedding
  30 Nov 2021 0 repositories listed
• 3D Compositional Zero-shot Learning with DeCompositional Consensus
  29 Nov 2021 0 repositories listed
• Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis
  28 Nov 2021 0 repositories listed
• Using Fictitious Class Representations to Boost Discriminative Zero-Shot Learners
  26 Nov 2021 0 repositories listed