| Teaching CLIP to Count to Ten | Feb 23, 2023 | counterfactualImage Generation | CodeCode Available | 1 |
| A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models | Feb 13, 2023 | Prompt Engineeringzero-shot-classification | —Unverified | 0 |
| LiT Tuned Models for Efficient Species Detection | Feb 12, 2023 | Fine-Grained Image Classificationimage-classification | CodeCode Available | 0 |
| Divergence-Based Domain Transferability for Zero-Shot Classification | Feb 11, 2023 | Classificationzero-shot-classification | —Unverified | 0 |
| Diversity is Definitely Needed: Improving Model-Agnostic Zero-shot Classification via Stable Diffusion | Feb 7, 2023 | ClassificationDiversity | CodeCode Available | 1 |
| CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets | Feb 6, 2023 | Classificationimage-classification | CodeCode Available | 1 |
| Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? | Jan 21, 2023 | Electrocardiography (ECG)zero-shot-classification | —Unverified | 0 |
| Learning Customized Visual Models with Retrieval-Augmented Knowledge | Jan 17, 2023 | Contrastive LearningRetrieval | CodeCode Available | 1 |
| When are Lemons Purple? The Concept Association Bias of Vision-Language Models | Dec 22, 2022 | Attributeimage-classification | —Unverified | 0 |
| LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning | Dec 18, 2022 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| Attentive Mask CLIP | Dec 16, 2022 | Contrastive LearningRetrieval | CodeCode Available | 1 |
| Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders | Dec 14, 2022 | ClassificationContrastive Learning | —Unverified | 0 |
| Reproducible scaling laws for contrastive language-image learning | Dec 14, 2022 | Image ClassificationOpen Vocabulary Attribute Detection | CodeCode Available | 1 |
| NLIP: Noise-robust Language-Image Pre-training | Dec 14, 2022 | Image CaptioningImage-text Retrieval | —Unverified | 0 |
| LidarCLIP or: How I Learned to Talk to Point Clouds | Dec 13, 2022 | Image GenerationRetrieval | CodeCode Available | 1 |
| Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning | Dec 9, 2022 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation | Dec 7, 2022 | Semantic Segmentationzero-shot-classification | CodeCode Available | 2 |
| SuS-X: Training-Free Name-Only Transfer of Vision-Language Models | Nov 28, 2022 | Retrievalzero-shot-classification | CodeCode Available | 1 |
| Zero-Shot Classification by Logical Reasoning on Natural Language Explanations | Nov 7, 2022 | ClassificationLogical Reasoning | CodeCode Available | 0 |
| Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection | Nov 2, 2022 | Objectobject-detection | —Unverified | 0 |
| Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction | Oct 27, 2022 | ClassificationConformal Prediction | —Unverified | 0 |
| Text2Model: Text-based Model Induction for Zero-shot Image Classification | Oct 27, 2022 | 3D Point Cloud ClassificationAction Recognition | —Unverified | 0 |
| TabLLM: Few-shot Classification of Tabular Data with Large Language Models | Oct 19, 2022 | ClassificationDeep Learning | CodeCode Available | 2 |
| Non-Contrastive Learning Meets Language-Image Pre-Training | Oct 17, 2022 | Contrastive Learningdomain classification | CodeCode Available | 0 |
| LAION-5B: An open large-scale dataset for training next generation image-text models | Oct 16, 2022 | Image GenerationPreference Mapping | CodeCode Available | 0 |