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conftrace_

zero-shot classification

261 papers

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Also known as

ZS ZSC

Co-occurring keywords · papers mentioning both

vision-language model (89) contrastive learning (52) zero-shot learning (51) multimodal learning (38) text classification (27) representation learning (23) large language model (20) image classification (20) transfer learning (19) few-shot learning (16)

Papers

Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions CVPR 2024 Incubating Text Classifiers Following User Instruction with Nothing but LLM EMNLP 2024 Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge NeurIPS 2024 Label Propagation for Zero-shot Classification with Vision-Language Models CVPR 2024 LEAF: Predicting the Environmental Impact of Food Products based on their Name ACL 2024 Learning Robust Deep Visual Representations From EEG Brain Recordings WACV 2024 Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification CVPR 2024 LidarCLIP or: How I Learned To Talk to Point Clouds WACV 2024 Listenable Maps for Zero-Shot Audio Classifiers NeurIPS 2024 MoDE: CLIP Data Experts via Clustering CVPR 2024 Modeling Caption Diversity in Contrastive Vision-Language Pretraining ICML 2024 Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use CVPR 2024 Multi-Label Field Classification for Scientific Documents using Expert and Crowd-sourced Knowledge EMNLP 2024 Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science COLING 2024 On the Use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction COLING 2024 PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck NAACL 2024 PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts ICLR 2024 Prevalent Frequency of Emotional and Physical Symptoms in Social Anxiety using Zero Shot Classification: An Observational Study EACL 2024 PRISM: A New Lens for Improved Color Understanding EMNLP 2024 ProTeCt: Prompt Tuning for Taxonomic Open Set Classification CVPR 2024 PyRater: A Python Toolkit for Annotation Analysis COLING 2024 RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models NeurIPS 2024 ReCLIP: Refine Contrastive Language Image Pre-Training With Source Free Domain Adaptation WACV 2024 Relevance, Diversity, and Exclusivity: Designing Keyword-augmentation Strategy for Zero-shot Classifiers NAACL 2024 Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment ICLR 2024