conftrace_

zero-shot classification

230 papers

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Also known as

ZS ZSC

Co-occurring keywords

vision-language model (2348) zero-shot learning (3650) contrastive learning (4032) multimodal learning (4645) text classification (6793) transfer learning (5449) representation learning (6206) large language model (13587) image classification (1944) vision language model (767)

Papers

Generate, Transduct, Adapt: Iterative Transduction with VLMs ICCV 2025
Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates ACL 2025
LLM-Generated Rewrite and Context Modulation for Enhanced Vision Language Models in Digital Pathology WACV 2025
LBC: Language-Based-Classifier for Out-Of-Variable Generalization NAACL 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025
Bayesian Test-Time Adaptation for Vision-Language Models CVPR 2025
Tell Me What You Know About Sexism: Expert-LLM Interaction Strategies and Co-Created Definitions for Zero-Shot Sexism Detection NAACL 2025
SenCLIP: Enhancing Zero-Shot Land-Use Mapping for Sentinel-2 with Ground-Level Prompting WACV 2025
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning NAACL 2025
Howard University-AI4PC at SemEval-2025 Task 9: Using Open-weight BART-MNLI for Zero Shot Classification of Food Recall Documents ACL 2025
CLIP-GS: Unifying Vision-Language Representation with 3D Gaussian Splatting ICCV 2025
KPL: Training-Free Medical Knowledge Mining of Vision-Language Models AAAI 2025
Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph ACL 2025
Boosting Vision Semantic Density with Anatomy Normality Modeling for Medical Vision-language Pre-training ICCV 2025
HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models ICCV 2025
RANKCLIP: Ranking-Consistent Language-Image Pretraining ICCV 2025
Think Twice: Test-Time Reasoning for Robust CLIP Zero-Shot Classification ICCV 2025
An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques AAAI 2025
Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion WACV 2025
Active Learning for Vision Language Models WACV 2025
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025
Image-Caption Encoding for Improving Zero-Shot Generalization WACV 2025
Howard University-AI4PC at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval-Combining Zero-Shot Claim Extraction and KNN-Based Classification for Multilingual Claim Matching ACL 2025
Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data NAACL 2025
YNUzwt at SemEval-2025 Task 10: Tree-guided Stagewise Classifier for Entity Framing and Narrative Classification ACL 2025