| Hard Negative Mining for Metric Learning Based Zero-Shot Classification | Aug 26, 2016 | ClassificationDomain Adaptation | —Unverified | 0 | 0 |
| Harmonizing and Merging Source Models for CLIP-based Domain Generalization | Jun 11, 2025 | Domain Generalizationzero-shot-classification | —Unverified | 0 | 0 |
| Have Large Vision-Language Models Mastered Art History? | Sep 5, 2024 | Classificationimage-classification | —Unverified | 0 | 0 |
| Helping Large Language Models Protect Themselves: An Enhanced Filtering and Summarization System | May 2, 2025 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |
| IG Captioner: Information Gain Captioners are Strong Zero-shot Classifiers | Nov 27, 2023 | Caption GenerationImage-text Retrieval | —Unverified | 0 | 0 |
| Image Classification Using a Diffusion Model as a Pre-Training Model | May 11, 2025 | Contrastive Learningimage-classification | —Unverified | 0 | 0 |
| Improving Predictor Reliability with Selective Recalibration | Oct 7, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |
| Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification | Jul 27, 2016 | AttributeGeneral Classification | —Unverified | 0 | 0 |
| Intriguing Differences Between Zero-Shot and Systematic Evaluations of Vision-Language Transformer Models | Feb 13, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| ITAINNOVA at SocialDisNER: A Transformers cocktail for disease identification in social media in Spanish | Oct 1, 2022 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |
| It's Not a Modality Gap: Characterizing and Addressing the Contrastive Gap | May 28, 2024 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs | Feb 25, 2025 | Representation Learningzero-shot-classification | —Unverified | 0 | 0 |
| Label Set Optimization via Activation Distribution Kurtosis for Zero-shot Classification with Generative Models | Oct 24, 2024 | ClassificationIn-Context Learning | —Unverified | 0 | 0 |
| Large Language Models in the Workplace: A Case Study on Prompt Engineering for Job Type Classification | Mar 13, 2023 | Job classificationPrompt Engineering | —Unverified | 0 | 0 |
| LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning | Dec 18, 2022 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |
| Latent Embeddings for Zero-shot Classification | Mar 29, 2016 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification | Dec 24, 2021 | Classificationzero-shot-classification | —Unverified | 0 | 0 |
| Learning Clusterable Visual Features for Zero-Shot Recognition | Oct 7, 2020 | ClassificationFew-Shot Learning | —Unverified | 0 | 0 |
| Learning Discriminative Latent Attributes for Zero-Shot Classification | Oct 1, 2017 | AttributeClassification | —Unverified | 0 | 0 |
| Leveraging Vision-Language Embeddings for Zero-Shot Learning in Histopathology Images | Mar 13, 2025 | Diagnosticimage-classification | —Unverified | 0 | 0 |
| Leveraging Weakly Annotated Data for Hate Speech Detection in Code-Mixed Hinglish: A Feasibility-Driven Transfer Learning Approach with Large Language Models | Mar 4, 2024 | Few-Shot LearningHate Speech Detection | —Unverified | 0 | 0 |
| Listenable Maps for Zero-Shot Audio Classifiers | May 27, 2024 | Decoderzero-shot-classification | —Unverified | 0 | 0 |
| LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries | Jan 3, 2025 | Hallucinationzero-shot-classification | —Unverified | 0 | 0 |
| Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis | Nov 28, 2021 | AttributeClassification | —Unverified | 0 | 0 |
| Measuring similarity between embedding spaces using induced neighborhood graphs | Nov 13, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |