| Embracing Diversity: Interpretable Zero-shot classification beyond one vector per class | Apr 25, 2024 | Diversityzero-shot-classification | —Unverified | 0 | 0 |
| Enhancing Chest X-ray Classification through Knowledge Injection in Cross-Modality Learning | Feb 19, 2025 | Caption GenerationClassification | —Unverified | 0 | 0 |
| Enhancing medical vision-language contrastive learning via inter-matching relation modelling | Jan 19, 2024 | Contrastive LearningCross-Modal Retrieval | —Unverified | 0 | 0 |
| Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning | Mar 25, 2025 | Cross-Lingual Transferzero-shot-classification | —Unverified | 0 | 0 |
| Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition | Mar 19, 2024 | Dense CaptioningImage Captioning | —Unverified | 0 | 0 |
| ESP-Zero: Unsupervised enhancement of zero-shot classification for Extremely Sparse Point cloud | Apr 30, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |
| ETP: Learning Transferable ECG Representations via ECG-Text Pre-training | Sep 6, 2023 | DiagnosticLanguage Modeling | —Unverified | 0 | 0 |
| Evaluating Pre-Trained Models for User Feedback Analysis in Software Engineering: A Study on Classification of App-Reviews | Apr 12, 2021 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Evaluation of ChatGPT for NLP-based Mental Health Applications | Mar 28, 2023 | ClassificationDepression Detection | —Unverified | 0 | 0 |
| Evolving Interpretable Visual Classifiers with Large Language Models | Apr 15, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 | 0 |
| Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning | Dec 10, 2024 | Contrastive LearningImage-text Retrieval | —Unverified | 0 | 0 |
| Explaining CLIP's performance disparities on data from blind/low vision users | Nov 29, 2023 | Few-Shot Learningzero-shot-classification | —Unverified | 0 | 0 |
| Exploiting CLIP-based Multi-modal Approach for Artwork Classification and Retrieval | Sep 21, 2023 | Retrievalzero-shot-classification | —Unverified | 0 | 0 |
| Exploiting the Textual Potential from Vision-Language Pre-training for Text-based Person Search | Mar 8, 2023 | AttributePerson Search | —Unverified | 0 | 0 |
| Fill the Gap: Quantifying and Reducing the Modality Gap in Image-Text Representation Learning | May 6, 2025 | Representation Learningzero-shot-classification | —Unverified | 0 | 0 |
| CLAREL: Classification via retrieval loss for zero-shot learning | May 31, 2019 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Fine-tuned Large Language Models (LLMs): Improved Prompt Injection Attacks Detection | Oct 28, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |
| FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing | Jan 14, 2025 | ClassificationContrastive Learning | —Unverified | 0 | 0 |
| Deep Learning and NLP in Cryptocurrency Forecasting: Integrating Financial, Blockchain, and Social Media Data | Nov 23, 2023 | Data IntegrationSentiment Analysis | —Unverified | 0 | 0 |
| From Haystack to Needle: Label Space Reduction for Zero-shot Classification | Feb 12, 2025 | Classificationzero-shot-classification | —Unverified | 0 | 0 |
| Frozen Language Model Helps ECG Zero-Shot Learning | Mar 22, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Generalized zero-shot audio-to-intent classification | Nov 4, 2023 | ClassificationGoal-Oriented Dialog | —Unverified | 0 | 0 |
| Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation | Jan 1, 2025 | Classificationcross-modal alignment | —Unverified | 0 | 0 |
| Generating Visual Representations for Zero-Shot Classification | Aug 23, 2017 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions | Nov 13, 2023 | ClassificationLanguage Modeling | —Unverified | 0 | 0 |