Zero-Shot Learning

Zero-Shot Function Encoder-Based Differentiable Predictive Control L4DC 2026 Zero-shot Hierarchical Plant Segmentation via Foundation Segmentation Models and Text-to-image Attention WACV 2026 Zero-Shot Open-Schema Entity Structure Discovery EACL 2026 Zero-shot Recommendation: Towards Class Semantic Relation Learning for Inferring Labels of Unseen Micro-videos AAAI 2026 Zero-Shot Robotic Manipulation via 3D Gaussian Splatting-Enhanced Multimodal Retrieval-Augmented Generation AAAI 2026 Zero-Shot Table Extraction in Business Documents: A Unified Benchmark with Error Taxonomy and Ecological Analysis WACV 2026 Zero-Shot Video Deraining with Video Diffusion Models WACV 2026 Zero-to-Hero: Empowering Video Appearance Transfer with Zero-Shot Initialization and Holistic Restoration AAAI 2026 Zo3T: Zero-Shot 3D-Aware Trajectory-Guided Image-to-Video Generation via Test-Time Training AAAI 2026 2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset Download PDF ACL 2025 3D-MOOD: Lifting 2D to 3D for Monocular Open-Set Object Detection ICCV 2025 AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP CVPR 2025 A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 2025 Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches EMNLP 2025 ACE: Action Concept Enhancement of Video-Language Models in Procedural Videos WACV 2025 A Conditional Probability Framework for Compositional Zero-shot Learning ICCV 2025 AcZeroTS: Active Learning for Zero-shot Tissue Segmentation in Pathology Images ICCV 2025 Adapting Definition Modeling for New Languages: A Case Study on Belarusian ACL 2025 Adaptive Prompt Learning via Gaussian Outlier Synthesis for Out-of-distribution Detection ICCV 2025 Advances in Auto-Grading with Large Language Models: A Cross-Disciplinary Survey ACL 2025 Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models CVPR 2025 Advancing Textual Prompt Learning with Anchored Attributes ICCV 2025 AgentDrug: Utilizing Large Language Models in an Agentic Workflow for Zero-Shot Molecular Optimization EMNLP 2025 AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction NAACL 2025 Agents generalize to novel levels of abstraction by using adaptive linguistic strategies ACL 2025