| Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders | Dec 14, 2022 | ClassificationContrastive Learning | —Unverified | 0 |
| 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 |
| Text2Model: Text-based Model Induction for Zero-shot Image Classification | Oct 27, 2022 | 3D Point Cloud ClassificationAction Recognition | —Unverified | 0 |
| Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction | Oct 27, 2022 | ClassificationConformal Prediction | —Unverified | 0 |
| 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 |
| Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents | Oct 11, 2022 | ClassificationDocument Classification | —Unverified | 0 |
| APE: Aligning Pretrained Encoders to Quickly Learn Aligned Multimodal Representations | Oct 8, 2022 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| Self-omics: A Self-supervised Learning Framework for Multi-omics Cancer Data | Oct 3, 2022 | Cancer type classificationSelf-Supervised Learning | CodeCode Available | 0 |
