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

Relevance, Diversity, and Exclusivity: Designing Keyword-augmentation Strategy for Zero-shot Classifiers NAACL 2024
LEAF: Predicting the Environmental Impact of Food Products based on their Name ACL 2024
Unified Generative and Discriminative Training for Multi-modal Large Language Models NIPS 2024
Bridge the Modality and Capability Gaps in Vision-Language Model Selection NIPS 2024
WATT: Weight Average Test Time Adaptation of CLIP NIPS 2024
Black-Box Forgetting NIPS 2024
Incubating Text Classifiers Following User Instruction with Nothing but LLM EMNLP 2024
RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models NIPS 2024
EU DisinfoTest: a Benchmark for Evaluating Language Models’ Ability to Detect Disinformation Narratives EMNLP 2024
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection SEMEVAL 2024
Delving into the Openness of CLIP ACL 2023
GunadarmaXBRIN at SemEval-2023 Task 12: Utilization of SVM and AfriBERTa for Monolingual, Multilingual, and Zero-shot Sentiment Analysis in African Languages ACL 2023
Learning Customized Visual Models With Retrieval-Augmented Knowledge CVPR 2023
When are Lemons Purple? The Concept Association Bias of Vision-Language Models EMNLP 2023
CLIPPO: Image-and-Language Understanding From Pixels Only CVPR 2023
Robust Contrastive Language-Image Pretraining against Data Poisoning and Backdoor Attacks NIPS 2023
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding NIPS 2023
Text-to-Image Diffusion Models are Zero Shot Classifiers NIPS 2023
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss NIPS 2023
Frozen Language Model Helps ECG Zero-Shot Learning MIDL 2023
Divergence-Based Domain Transferability for Zero-Shot Classification EACL 2023
ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining EACL 2023
ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding CVPR 2023
Reproducible Scaling Laws for Contrastive Language-Image Learning CVPR 2023