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zero-shot-classification

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Showing 151–175 of 422 papers

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Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to LuxembourgishCode0
MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic ReportCode0
ModalChorus: Visual Probing and Alignment of Multi-modal Embeddings via Modal Fusion MapCode0
Fine-Grained Zero-Shot Learning with DNA as Side InformationCode0
Self-supervised Multi-modal Training from Uncurated Image and Reports Enables Zero-shot Oversight Artificial Intelligence in RadiologyCode0
Multi-level Cross-modal Feature Alignment via Contrastive Learning towards Zero-shot Classification of Remote Sensing Image ScenesCode0
Mitigating Word Bias in Zero-shot Prompt-based ClassifiersCode0
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention NetworksCode0
On the effectiveness of Large Language Models in the mechanical design domainCode0
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information RetrievalCode0
Evaluation of Output Embeddings for Fine-Grained Image ClassificationCode0
CLAMP: A Contrastive Language And Molecule Pre-training NetworkCode0
Evaluating the Fairness of Discriminative Foundation Models in Computer VisionCode0
Linear Representations of Sentiment in Large Language ModelsCode0
LiT Tuned Models for Efficient Species DetectionCode0
Learning Portrait Style RepresentationsCode0
Lex2Sent: A bagging approach to unsupervised sentiment analysisCode0
Estimating Uncertainty in Multimodal Foundation Models using Public Internet DataCode0
Learning Deep Representations of Fine-grained Visual DescriptionsCode0
LLM Chain Ensembles for Scalable and Accurate Data AnnotationCode0
Enhancing Visual Classification using Comparative DescriptorsCode0
A Statistical Theory of Contrastive Pre-training and Multimodal Generative AICode0
Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular DataCode0
KPL: Training-Free Medical Knowledge Mining of Vision-Language ModelsCode0
LAION-5B: An open large-scale dataset for training next generation image-text modelsCode0
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