| MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations | Oct 19, 2023 | Classificationtext-classification | —Unverified | 0 | 0 |
| MEDBind: Unifying Language and Multimodal Medical Data Embeddings | Mar 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| MixNorm: Test-Time Adaptation Through Online Normalization Estimation | Oct 21, 2021 | Domain AdaptationTest-time Adaptation | —Unverified | 0 | 0 |
| MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training | Nov 28, 2023 | Image CaptioningTransfer Learning | —Unverified | 0 | 0 |
| Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use | Mar 5, 2024 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Multi-label Zero-Shot Audio Classification with Temporal Attention | Aug 31, 2024 | Audio ClassificationClassification | —Unverified | 0 | 0 |
| Multi-label Zero-shot Classification by Learning to Transfer from External Knowledge | Jul 30, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Multi-modal Relation Distillation for Unified 3D Representation Learning | Jul 19, 2024 | RelationRepresentation Learning | —Unverified | 0 | 0 |
| Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio | Dec 23, 2024 | Contrastive LearningPrompt Learning | —Unverified | 0 | 0 |
| NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics | Nov 11, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |
| Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science | May 23, 2023 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |
| Neighborhood Sensitive Mapping for Zero-Shot Classification using Independently Learned Semantic Embeddings | May 26, 2016 | General Classificationzero-shot-classification | —Unverified | 0 | 0 |
| NLIP: Noise-robust Language-Image Pre-training | Dec 14, 2022 | Image CaptioningImage-text Retrieval | —Unverified | 0 | 0 |
| Open Vocabulary Extreme Classification Using Generative Models | May 12, 2022 | ClassificationExtreme Multi-Label Classification | —Unverified | 0 | 0 |
| Optimizing GPT for Video Understanding: Zero-Shot Performance and Prompt Engineering | Feb 13, 2025 | ClassificationPrompt Engineering | —Unverified | 0 | 0 |
| Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection | Nov 2, 2022 | Objectobject-detection | —Unverified | 0 | 0 |
| Performance Variability in Zero-Shot Classification | Mar 1, 2021 | ClassificationEnsemble Learning | —Unverified | 0 | 0 |
| Pipeline Enabling Zero-shot Classification for Bangla Handwritten Grapheme | Dec 1, 2023 | Bangla Text DetectionClassification | —Unverified | 0 | 0 |
| PoliPrompt: A High-Performance Cost-Effective LLM-Based Text Classification Framework for Political Science | Sep 2, 2024 | ClassificationFeature Engineering | —Unverified | 0 | 0 |
| Prevalent Frequency of Emotional and Physical Symptoms in Social Anxiety using Zero Shot Classification: An Observational Study | Apr 26, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |
| PRG: Prompt-Based Distillation Without Annotation via Proxy Relational Graph | Aug 22, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |
| Probabilistic Zero-shot Classification with Semantic Rankings | Feb 27, 2015 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Progressive Local Alignment for Medical Multimodal Pre-training | Feb 25, 2025 | Contrastive LearningImage-text Retrieval | —Unverified | 0 | 0 |
| Prompt-Guided Transformers for End-to-End Open-Vocabulary Object Detection | Mar 25, 2023 | Decoderobject-detection | —Unverified | 0 | 0 |
| Prompting Encoder Models for Zero-Shot Classification: A Cross-Domain Study in Italian | Jul 30, 2024 | Document ClassificationEntity Typing | —Unverified | 0 | 0 |
| Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations | Sep 11, 2024 | Image-text RetrievalText Retrieval | —Unverified | 0 | 0 |
| PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining | Apr 29, 2022 | Image ClassificationLanguage Modeling | —Unverified | 0 | 0 |
| RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability | Apr 10, 2025 | Contrastive LearningOpen Vocabulary Semantic Segmentation | —Unverified | 0 | 0 |
| RECLIP: Resource-efficient CLIP by Training with Small Images | Apr 12, 2023 | Contrastive LearningImage-text Retrieval | —Unverified | 0 | 0 |
| Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation | Jun 14, 2023 | AttributeKnowledge Graphs | —Unverified | 0 | 0 |
| Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning | Oct 15, 2016 | Attributezero-shot-classification | —Unverified | 0 | 0 |
| Refining CLIP's Spatial Awareness: A Visual-Centric Perspective | Apr 3, 2025 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |
| Relation-based Generalized Zero-shot Classification with the Domain Discriminator on the shared representation | Sep 25, 2019 | AttributeGeneralized Zero-Shot Learning | —Unverified | 0 | 0 |
| ResiDual Transformer Alignment with Spectral Decomposition | Oct 31, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |
| Robust Cross-Modal Representation Learning with Progressive Self-Distillation | Apr 10, 2022 | Contrastive LearningImage Captioning | —Unverified | 0 | 0 |
| S^3: Synonymous Semantic Space for Improving Zero-Shot Generalization of Vision-Language Models | Dec 6, 2024 | zero-shot-classificationZero-shot Generalization | —Unverified | 0 | 0 |
| Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection | Mar 21, 2025 | Edge DetectionRetrieval | —Unverified | 0 | 0 |
| Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models | Mar 14, 2024 | Continual LearningKnowledge Distillation | —Unverified | 0 | 0 |
| Selective Zero-Shot Classification with Augmented Attributes | Jul 19, 2018 | AttributeClassification | —Unverified | 0 | 0 |
| Semantic Borrowing for Generalized Zero-Shot Learning | Jan 30, 2021 | Generalized Zero-Shot LearningMetric Learning | —Unverified | 0 | 0 |
| Semantic Compositions Enhance Vision-Language Contrastive Learning | Jul 1, 2024 | ClassificationContrastive Learning | —Unverified | 0 | 0 |
| Semantic Graph for Zero-Shot Learning | Jun 16, 2014 | Computational EfficiencyTransfer Learning | —Unverified | 0 | 0 |
| Semantic Softmax Loss for Zero-Shot Learning | May 22, 2017 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Semi-Supervised Zero-Shot Classification With Label Representation Learning | Dec 1, 2015 | AttributeClassification | —Unverified | 0 | 0 |
| SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features | Feb 20, 2025 | FairnessImage-text Retrieval | —Unverified | 0 | 0 |
| Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders | Dec 14, 2022 | ClassificationContrastive Learning | —Unverified | 0 | 0 |
| SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation | Aug 27, 2021 | Knowledge DistillationSegmentation | —Unverified | 0 | 0 |
| SILC: Improving Vision Language Pretraining with Self-Distillation | Oct 20, 2023 | ClassificationContrastive Learning | —Unverified | 0 | 0 |
| SLANT: Spurious Logo ANalysis Toolkit | Jun 3, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 | 0 |
| Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification | Apr 17, 2024 | Classificationtext-classification | —Unverified | 0 | 0 |