| Visual Classification via Description from Large Language Models | Oct 13, 2022 | ClassificationDescriptive | CodeCode Available | 1 |
| 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 |
| ITAINNOVA at SocialDisNER: A Transformers cocktail for disease identification in social media in Spanish | Oct 1, 2022 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| CALIP: Zero-Shot Enhancement of CLIP with Parameter-free Attention | Sep 28, 2022 | Training-free 3D Point Cloud ClassificationTransfer Learning | CodeCode Available | 1 |
| Lex2Sent: A bagging approach to unsupervised sentiment analysis | Sep 26, 2022 | ClassificationDecoder | CodeCode Available | 0 |
| Design of the topology for contrastive visual-textual alignment | Sep 5, 2022 | Contrastive LearningImage-to-Text Retrieval | CodeCode Available | 0 |
| Self-supervised Multi-modal Training from Uncurated Image and Reports Enables Zero-shot Oversight Artificial Intelligence in Radiology | Aug 10, 2022 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks | Aug 8, 2022 | Image GenerationText to Image Generation | CodeCode Available | 1 |
| Contrastive Adapters for Foundation Model Group Robustness | Jul 14, 2022 | Contrastive Learningmodel | —Unverified | 0 |
| A Zero-Shot Classification Approach for a Word-Guessing Challenge | Jun 27, 2022 | ClassificationLanguage Modeling | —Unverified | 0 |
| ProtoCLIP: Prototypical Contrastive Language Image Pretraining | Jun 22, 2022 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 1 |
| A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism | Jun 5, 2022 | Classificationintent-classification | —Unverified | 0 |
| Building Domain-specific Corpora from the Web: the Case of European Digital Service Infrastructures | Jun 1, 2022 | Machine Translationzero-shot-classification | —Unverified | 0 |
| CyCLIP: Cyclic Contrastive Language-Image Pretraining | May 28, 2022 | Representation LearningVisual Reasoning | CodeCode Available | 1 |
| Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning | May 25, 2022 | text-classificationText Classification | CodeCode Available | 1 |
| Open Vocabulary Extreme Classification Using Generative Models | May 12, 2022 | ClassificationExtreme Multi-Label Classification | —Unverified | 0 |
| A Checkpoint on Multilingual Misogyny Identification | May 1, 2022 | Transfer Learningzero-shot-classification | —Unverified | 0 |
| PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining | Apr 29, 2022 | Image ClassificationLanguage Modeling | —Unverified | 0 |
| No Token Left Behind: Explainability-Aided Image Classification and Generation | Apr 11, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Robust Cross-Modal Representation Learning with Progressive Self-Distillation | Apr 10, 2022 | Contrastive LearningImage Captioning | —Unverified | 0 |
| An Analysis of Semantically-Aligned Speech-Text Embeddings | Apr 4, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Geodesic Multi-Modal Mixup for Robust Fine-Tuning | Mar 8, 2022 | Image Captioningzero-shot-classification | CodeCode Available | 0 |
| Universal Prototype Transport for Zero-Shot Action Recognition and Localization | Mar 8, 2022 | Action RecognitionObject | —Unverified | 0 |
