zero-shot classification

BATCLIP: Bimodal Online Test-Time Adaptation for CLIP ICCV 2025 Bayesian Test-Time Adaptation for Vision-Language Models CVPR 2025 Beyond the Prompt: Deploying Medical Foundation Models on Diverse Chest X-ray Populations MIDL 2025 BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature CVPR 2025 Boosting Vision Semantic Density with Anatomy Normality Modeling for Medical Vision-language Pre-training ICCV 2025 Bringing CLIP to the Clinic: Dynamic Soft Labels and Negation-Aware Learning for Medical Analysis CVPR 2025 Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? ACL 2025 Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates ACL 2025 Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025 Captured by Captions: On Memorization and its Mitigation in CLIP Models ICLR 2025 CLIPArTT: Adaptation of CLIP to New Domains at Test Time WACV 2025 CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025 CLIP-GS: Unifying Vision-Language Representation with 3D Gaussian Splatting ICCV 2025 CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation CVPR 2025 CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification ICLR 2025 Clustering Zero-Shot Uncertainty Estimations to Assess LLM Response Accuracy for Yes/No Q&A ACL 2025 CorrCLIP: Reconstructing Patch Correlations in CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025 Cross-Modal 3D Representation with Multi-View Images and Point Clouds CVPR 2025 CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features ICLR 2025 Data Descriptions from Large Language Models with Influence Estimation EMNLP 2025 Detecting deepfakes and false ads through analysis of text and social engineering techniques COLING 2025 DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment CVPR 2025 Does VLM Classification Benefit from LLM Description Semantics? AAAI 2025 Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound Classification Interspeech 2025 DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025