| ProtoCLIP: Prototypical Contrastive Language Image Pretraining | Jun 22, 2022 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 1 |
| 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 |
| No Token Left Behind: Explainability-Aided Image Classification and Generation | Apr 11, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning | Mar 3, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| Decoupling Zero-Shot Semantic Segmentation | Dec 15, 2021 | Open Vocabulary Semantic SegmentationSegmentation | CodeCode Available | 1 |
| CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision | Dec 14, 2021 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 |
| Florence: A New Foundation Model for Computer Vision | Nov 22, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Wav2CLIP: Learning Robust Audio Representations From CLIP | Oct 21, 2021 | Cross-Modal RetrievalImage Generation | CodeCode Available | 1 |
| Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP | Sep 6, 2021 | Image DescriptionOut-of-Distribution Detection | CodeCode Available | 1 |
| Discriminative Region-based Multi-Label Zero-Shot Learning | Aug 20, 2021 | Image RetrievalMulti-label zero-shot learning | CodeCode Available | 1 |
| Contrastive Language-Image Pre-training for the Italian Language | Aug 19, 2021 | Image RetrievalMulti-label zero-shot learning | CodeCode Available | 1 |
| Toward Zero-Shot Unsupervised Image-to-Image Translation | Jul 28, 2020 | AttributeImage-to-Image Translation | CodeCode Available | 1 |
| Discovering Human Interactions With Novel Objects via Zero-Shot Learning | Jun 1, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| Deep Learning Models for Multilingual Hate Speech Detection | Apr 14, 2020 | Deep LearningHate Speech Detection | CodeCode Available | 1 |
| Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification | Mar 17, 2020 | Action ClassificationClassification | CodeCode Available | 1 |
| Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages | Jan 30, 2020 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 1 |
| Episode-based Prototype Generating Network for Zero-Shot Learning | Sep 8, 2019 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 1 |
| Zero-Shot Semantic Segmentation | Jun 3, 2019 | General ClassificationSegmentation | CodeCode Available | 1 |
| DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic Segmentation | Jul 14, 2025 | DecoderGPU | CodeCode Available | 0 |
| Comparison of ConvNeXt and Vision-Language Models for Breast Density Assessment in Screening Mammography | Jun 16, 2025 | breast density classificationClassification | —Unverified | 0 |
| Harmonizing and Merging Source Models for CLIP-based Domain Generalization | Jun 11, 2025 | Domain Generalizationzero-shot-classification | —Unverified | 0 |
| Distill CLIP (DCLIP): Enhancing Image-Text Retrieval via Cross-Modal Transformer Distillation | May 25, 2025 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| AmorLIP: Efficient Language-Image Pretraining via Amortization | May 25, 2025 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment | May 20, 2025 | Representation LearningRetrieval | —Unverified | 0 |
