zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025

UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval ACL 2025

Reproducible Vision-Language Models Meet Concepts Out of Pre-Training CVPR 2025

Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study ACL 2025

Seeing the Unseen: Composing Outliers for Compositional Zero-Shot Learning IJCAI 2025

Zero-Shot Styled Text Image Generation, but Make It Autoregressive CVPR 2025

Compositional Caching for Training-free Open-vocabulary Attribute Detection CVPR 2025

YNUzwt at SemEval-2025 Task 10: Tree-guided Stagewise Classifier for Entity Framing and Narrative Classification ACL 2025

Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals ACL 2025

MVSAnywhere: Zero-Shot Multi-View Stereo CVPR 2025

Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025

CAPSTONE: Composable Attribute‐Prompted Scene Translation for Zero‐Shot Vision–Language Reasoning EMNLP 2025

Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework NAACL 2025

GenPC: Zero-shot Point Cloud Completion via 3D Generative Priors CVPR 2025

Missing Target-Relevant Information Prediction with World Model for Accurate Zero-Shot Composed Image Retrieval CVPR 2025

TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs AAAI 2025

RARE: Refine Any Registration of Pairwise Point Clouds via Zero-Shot Learning ICCV 2025

One Look is Enough: Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation on High-Resolution Images ICCV 2025

Frequency-Semantic Enhanced Variational Autoencoder for Zero-Shot Skeleton-based Action Recognition ICCV 2025

LATINO-PRO: LAtent consisTency INverse sOlver with PRompt Optimization ICCV 2025

AnyPortal: Zero-Shot Consistent Video Background Replacement ICCV 2025

SD2Actor: Continuous State Decomposition via Diffusion Embeddings for Robotic Manipulation ICCV 2025

Super-Class Guided Transformer for Zero-Shot Attribute Classification AAAI 2025

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection AAAI 2025

EC-Flow: Enabling Versatile Robotic Manipulation from Action-Unlabeled Videos via Embodiment-Centric Flow ICCV 2025