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

An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques AAAI 2025
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? ACL 2025
CLIP-KD: An Empirical Study of CLIP Model Distillation CVPR 2024
Building Vision-Language Models on Solid Foundations with Masked Distillation CVPR 2024
Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions CVPR 2024
Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use CVPR 2024
MoDE: CLIP Data Experts via Clustering CVPR 2024
Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification CVPR 2024
ViTamin: Designing Scalable Vision Models in the Vision-Language Era CVPR 2024
tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models INTERSPEECH 2024
Comparing News Framing of Migration Crises using Zero-Shot Classification COLING 2024
PRISM: A New Lens for Improved Color Understanding EMNLP 2024
ReCLIP: Refine Contrastive Language Image Pre-Training With Source Free Domain Adaptation WACV 2024
Small Language Models Are Good Too: An Empirical Study of Zero-Shot Classification COLING 2024
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models NIPS 2024
Black-Box Forgetting NIPS 2024
RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024
Semi-Automatic Topic Discovery and Classification for Epidemic Intelligence via Large Language Models COLING 2024
Text2Model: Text-based Model Induction for Zero-shot Image Classification EMNLP 2024
Explaining CLIP's Performance Disparities on Data from Blind/Low Vision Users CVPR 2024
WATT: Weight Average Test Time Adaptation of CLIP NIPS 2024
Bridge the Modality and Capability Gaps in Vision-Language Model Selection NIPS 2024
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection SEMEVAL 2024
Unified Generative and Discriminative Training for Multi-modal Large Language Models NIPS 2024
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification WACV 2024