| From Unimodal to Multimodal: Scaling up Projectors to Align Modalities | Sep 28, 2024 | Image-text RetrievalSemantic Similarity | CodeCode Available | 0 |
| CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning | Sep 26, 2024 | backdoor defenseContrastive Learning | —Unverified | 0 |
| Benchmarking LLMs in Political Content Text-Annotation: Proof-of-Concept with Toxicity and Incivility Data | Sep 15, 2024 | Benchmarkingtext annotation | —Unverified | 0 |
| Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations | Sep 11, 2024 | Image-text RetrievalText Retrieval | —Unverified | 0 |
| An Art-centric perspective on AI-based content moderation of nudity | Sep 10, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning | Sep 5, 2024 | ClusteringDeep Clustering | —Unverified | 0 |
| Have Large Vision-Language Models Mastered Art History? | Sep 5, 2024 | Classificationimage-classification | —Unverified | 0 |
| Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding Alignment | Sep 3, 2024 | Image RetrievalRetrieval | CodeCode Available | 0 |
| Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular Data | Sep 2, 2024 | Mortality Predictionzero-shot-classification | CodeCode Available | 0 |
| EEG-Language Modeling for Pathology Detection | Sep 2, 2024 | Contrastive LearningEEG | —Unverified | 0 |
| PoliPrompt: A High-Performance Cost-Effective LLM-Based Text Classification Framework for Political Science | Sep 2, 2024 | ClassificationFeature Engineering | —Unverified | 0 |
| Multi-label Zero-Shot Audio Classification with Temporal Attention | Aug 31, 2024 | Audio ClassificationClassification | —Unverified | 0 |
| Visual Prompt Engineering for Medical Vision Language Models in Radiology | Aug 28, 2024 | Classificationimage-classification | —Unverified | 0 |
| Online Zero-Shot Classification with CLIP | Aug 23, 2024 | Classificationzero-shot-classification | CodeCode Available | 0 |
| PRG: Prompt-Based Distillation Without Annotation via Proxy Relational Graph | Aug 22, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-Rays | Aug 21, 2024 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs | Aug 19, 2024 | Hallucinationzero-shot-classification | —Unverified | 0 |
| CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination | Aug 18, 2024 | Knowledge DistillationTransfer Learning | —Unverified | 0 |
| Efficient and Versatile Robust Fine-Tuning of Zero-shot Models | Aug 11, 2024 | Cross-Modal Retrievalzero-shot-classification | —Unverified | 0 |
| Efficient Test-Time Prompt Tuning for Vision-Language Models | Aug 11, 2024 | Contrastive LearningPrompt Learning | —Unverified | 0 |
| Explain via Any Concept: Concept Bottleneck Model with Open Vocabulary Concepts | Aug 5, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis | Aug 4, 2024 | ClassificationDiagnostic | CodeCode Available | 0 |
| Prompting Encoder Models for Zero-Shot Classification: A Cross-Domain Study in Italian | Jul 30, 2024 | Document ClassificationEntity Typing | —Unverified | 0 |
| Generative Diffusion Model Bootstraps Zero-shot Classification of Fetal Ultrasound Images In Underrepresented African Populations | Jul 29, 2024 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 0 |
| I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition | Jul 25, 2024 | Instrument RecognitionRetrieval | CodeCode Available | 0 |