| Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification | Sep 1, 2024 | Scene ClassificationTransductive Zero-Shot Classification | CodeCode Available | 2 | 5 |
| GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models | May 30, 2025 | ClassificationDisaster Response | CodeCode Available | 2 | 5 |
| CorrCLIP: Reconstructing Correlations in CLIP with Off-the-Shelf Foundation Models for Open-Vocabulary Semantic Segmentation | Nov 15, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 2 | 5 |
| BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature | Jan 13, 2025 | ArticlesImage-text Retrieval | CodeCode Available | 2 | 5 |
| Boosting Vision-Language Models for Histopathology Classification: Predict all at once | Sep 3, 2024 | Allzero-shot-classification | CodeCode Available | 2 | 5 |
| Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models | Feb 19, 2024 | Adversarial DefenseMultimodal Deep Learning | CodeCode Available | 2 | 5 |
| TabLLM: Few-shot Classification of Tabular Data with Large Language Models | Oct 19, 2022 | ClassificationDeep Learning | CodeCode Available | 2 | 5 |
| CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification | Feb 27, 2024 | ClassificationDiagnostic | CodeCode Available | 2 | 5 |
| Uni3D: Exploring Unified 3D Representation at Scale | Oct 10, 2023 | 3D Object ClassificationRetrieval | CodeCode Available | 2 | 5 |
| ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models | Oct 27, 2023 | Column Type AnnotationTable annotation | CodeCode Available | 1 | 5 |
