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zero-shot learning

3637 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

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

FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation ICCV 2025
Normal and Abnormal Pathology Knowledge-Augmented Vision-Language Model for Anomaly Detection in Pathology Images ICCV 2025
TerraMind: Large-Scale Generative Multimodality for Earth Observation ICCV 2025
Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025
MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning ICCV 2025
YOLOE: Real-Time Seeing Anything ICCV 2025
ProSAM: Enhancing the Robustness of SAM-based Visual Reference Segmentation with Probabilistic Prompts ICCV 2025
MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation ICCV 2025
MaTe: Images Are All You Need for Material Transfer via Diffusion Transformer ICCV 2025
CObL: Toward Zero-Shot Ordinal Layering without User Prompting ICCV 2025
EditCLIP: Representation Learning for Image Editing ICCV 2025
Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025
Zero-Shot Compositional Video Learning with Coding Rate Reduction ICCV 2025
An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval ICCV 2025
ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025
ContextFace: Generating Facial Expressions from Emotional Contexts ICCV 2025
Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025
DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos CVPR 2025
ZeroVO: Visual Odometry with Minimal Assumptions CVPR 2025
Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models IJCNLP 2025
Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models IJCNLP 2025
LLM-based Business Process Models Generation from Textual Descriptions IJCNLP 2025
Are LLMs Good for Semantic Role Labeling via Question Answering?: A Preliminary Analysis IJCNLP 2025
ZeroComp: Zero-Shot Object Compositing from Image Intrinsics via Diffusion WACV 2025
Exploring Limitations of LLM Capabilities with Multi-Problem Evaluation NAACL 2025