conftrace_

zero-shot image classification

15 papers

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Also known as

ZSIC

Co-occurring keywords

zero-shot learning (3650) contrastive learning (4032) vision-language model (2348) image-text retrieval (112) zero-shot classification (230) image classification (1944) multimodal learning (4645) vision-language pre-training (77) contrastive language-image pre-training (38) large language model (13587)

Papers

Learning the Power of "No": Foundation Models with Negations WACV 2025
Bridge the Modality and Capability Gaps in Vision-Language Model Selection NIPS 2024
Retrieval-enriched zero-shot image classification in low-resource domains EMNLP 2024
MoDE: CLIP Data Experts via Clustering CVPR 2024
Semantically-Prompted Language Models Improve Visual Descriptions NAACL 2024
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks CVPR 2024
Learning from Children: Improving Image-Caption Pretraining via Curriculum ACL 2023
Improving CLIP Training with Language Rewrites NIPS 2023
What Does a Platypus Look Like? Generating Customized Prompts for Zero-Shot Image Classification ICCV 2023
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification CVPR 2023
GrowCLIP: Data-Aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-Training ICCV 2023
LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval ICCV 2023
TaiSu: A 166M Large-scale High-Quality Dataset for Chinese Vision-Language Pre-training NIPS 2022
Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays IJCNLP 2022
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision ICML 2021