| ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding | May 14, 2023 | 3D Classification3D Point Cloud Classification | CodeCode Available | 2 |
| Your Diffusion Model is Secretly a Zero-Shot Classifier | Mar 28, 2023 | Domain GeneralizationFine-Grained Image Classification | CodeCode Available | 2 |
| ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation | Dec 7, 2022 | Semantic Segmentationzero-shot-classification | CodeCode Available | 2 |
| TabLLM: Few-shot Classification of Tabular Data with Large Language Models | Oct 19, 2022 | ClassificationDeep Learning | CodeCode Available | 2 |
| Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models | Jun 10, 2025 | Contrastive LearningImage-text matching | CodeCode Available | 1 |
| 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 |
| MM-Skin: Enhancing Dermatology Vision-Language Model with an Image-Text Dataset Derived from Textbooks | May 9, 2025 | DiagnosticInstruction Following | CodeCode Available | 1 |
| Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction | Apr 4, 2025 | AttributeLanguage Modeling | CodeCode Available | 1 |
| Advancing Medical Representation Learning Through High-Quality Data | Mar 18, 2025 | Representation Learningzero-shot-classification | CodeCode Available | 1 |
| Controlling Latent Diffusion Using Latent CLIP | Mar 11, 2025 | DenoisingDescriptive | CodeCode Available | 1 |
| CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation | Feb 27, 2025 | Image-text matchingObject | CodeCode Available | 1 |
| CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification | Feb 25, 2025 | Denoisingzero-shot-classification | CodeCode Available | 1 |
| LR0.FM: Low-Res Benchmark and Improving Robustness for Zero-Shot Classification in Foundation Models | Feb 6, 2025 | zero-shot-classificationZero-shot Generalization | CodeCode Available | 1 |
| SenCLIP: Enhancing zero-shot land-use mapping for Sentinel-2 with ground-level prompting | Dec 11, 2024 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 1 |
| CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections | Nov 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| TableTime: Reformulating Time Series Classification as Zero-Shot Table Understanding via Large Language Models | Nov 24, 2024 | Problem DecompositionTime Series | CodeCode Available | 1 |
| 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 |
| RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models | Nov 6, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge | Oct 16, 2024 | Classificationimage-classification | CodeCode Available | 1 |
| AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment | Oct 2, 2024 | Self-Supervised Learningzero-shot-classification | CodeCode Available | 1 |
| DC3DO: Diffusion Classifier for 3D Objects | Aug 13, 2024 | 3D Object ClassificationClassification | CodeCode Available | 1 |
| Adversarial Robustification via Text-to-Image Diffusion Models | Jul 26, 2024 | Adversarial Robustnesszero-shot-classification | CodeCode Available | 1 |
| Exploring the Spectrum of Visio-Linguistic Compositionality and Recognition | Jun 13, 2024 | Retrievalzero-shot-classification | CodeCode Available | 1 |
| CountCLIP -- [Re] Teaching CLIP to Count to Ten | Jun 5, 2024 | zero-shot-classificationZero-Shot Counting | CodeCode Available | 1 |
| Differentiable Model Scaling using Differentiable Topk | May 12, 2024 | GPUimage-classification | CodeCode Available | 1 |
