| AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment | Oct 2, 2024 | Self-Supervised Learningzero-shot-classification | CodeCode Available | 1 | 5 |
| Decoupling Zero-Shot Semantic Segmentation | Dec 15, 2021 | Open Vocabulary Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Open-Pose 3D Zero-Shot Learning: Benchmark and Challenges | Dec 12, 2023 | 3D Object ClassificationClassification | CodeCode Available | 1 | 5 |
| Episode-based Prototype Generating Network for Zero-Shot Learning | Sep 8, 2019 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 1 | 5 |
| CLIPArTT: Adaptation of CLIP to New Domains at Test Time | May 1, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 | 5 |
| Zero-Shot Semantic Segmentation | Jun 3, 2019 | General ClassificationSegmentation | CodeCode Available | 1 | 5 |
| CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free | Sep 25, 2023 | Image SegmentationObject Localization | CodeCode Available | 1 | 5 |
| DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection | Oct 2, 2023 | Novel Object DetectionObject | CodeCode Available | 1 | 5 |
| CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation | Nov 21, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| CLIP-Guided Source-Free Object Detection in Aerial Images | Jan 10, 2024 | Domain AdaptationObject | CodeCode Available | 1 | 5 |
| CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision | Dec 14, 2021 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| CyCLIP: Cyclic Contrastive Language-Image Pretraining | May 28, 2022 | Representation LearningVisual Reasoning | CodeCode Available | 1 | 5 |
| CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections | Nov 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification | Mar 17, 2020 | Action ClassificationClassification | CodeCode Available | 1 | 5 |
| CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation | Feb 27, 2025 | Image-text matchingObject | CodeCode Available | 1 | 5 |
| Adversarial Robustification via Text-to-Image Diffusion Models | Jul 26, 2024 | Adversarial Robustnesszero-shot-classification | CodeCode Available | 1 | 5 |
| CALIP: Zero-Shot Enhancement of CLIP with Parameter-free Attention | Sep 28, 2022 | Training-free 3D Point Cloud ClassificationTransfer Learning | CodeCode Available | 1 | 5 |
| Learning Customized Visual Models with Retrieval-Augmented Knowledge | Jan 17, 2023 | Contrastive LearningRetrieval | CodeCode Available | 1 | 5 |
| PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts | Aug 2, 2023 | Classificationimage-classification | CodeCode Available | 1 | 5 |
| Controlling Latent Diffusion Using Latent CLIP | Mar 11, 2025 | DenoisingDescriptive | CodeCode Available | 1 | 5 |
| Contrastive Language-Image Pre-training for the Italian Language | Aug 19, 2021 | Image RetrievalMulti-label zero-shot learning | CodeCode Available | 1 | 5 |
| From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection | May 19, 2025 | feature selectionOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
| Improved Probabilistic Image-Text Representations | May 29, 2023 | Data AugmentationImage-text matching | CodeCode Available | 1 | 5 |
| PRIOR: Prototype Representation Joint Learning from Medical Images and Reports | Jul 24, 2023 | Contrastive LearningImage to text | CodeCode Available | 1 | 5 |
| Diversity is Definitely Needed: Improving Model-Agnostic Zero-shot Classification via Stable Diffusion | Feb 7, 2023 | ClassificationDiversity | CodeCode Available | 1 | 5 |
