Zero-Shot Learning

TOFA: Training-Free One-Shot Federated Adaptation for Vision-Language Models AAAI 2026 Towards Fine-Grained Adaptation of CLIP via a Self-Trained Alignment Score WACV 2026 uir-cis-7 at SemEval-2026 Task 7: Zero-Shot Chain-of-Thought Reasoning for Cross-Cultural Daily Knowledge SemEval 2026 UZ3DVG: Unaided Zero-Shot 3D Visual Grounding with Generated Language Conditions CVPR 2026 Vision-informed Semantic Text Alignment for Open-set Recognition in Remote Sensing WACV 2026 VIZOR: Viewpoint-Invariant Zero-Shot Scene Graph Generation for 3D Scene Reasoning WACV 2026 VK-Det: Visual Knowledge Guided Prototype Learning for Open-Vocabulary Aerial Object Detection AAAI 2026 When Semantic Overlap Is Not Enough: Cross-Lingual Euphemism Transfer Between Turkish and English EACL 2026 You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction WACV 2026 Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising WACV 2026 Zero-Shot Detection of LLM-Generated Text using Temperature Sensitivity ACL 2026 Zero-shot Jianzi Recognition as Structured Visual Information Extraction in Open Compositional Symbolic Systems ACL 2026 Zero-shot Large Language Models for Automatic Readability Assessment ACL 2026 Zero-Shot Open-Vocabulary Human Motion Grounding with Test-Time Training AAAI 2026 Zero-Shot Vision Language Reasoning via Dual-layer Scene Graph Chain of Thoughts (Student Abstract) AAAI 2026 Zoo3D: Zero-Shot 3D Object Detection at Scene Level CVPR 2026 3D Part Segmentation via Geometric Aggregation of 2D Visual Features WACV 2025 A benchmark for end-to-end zero-shot biomedical relation extraction with LLMs: experiments with OpenAI models AACL 2025 A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 2025 A Conditional Probability Framework for Compositional Zero-shot Learning ICCV 2025 Adapting to the Unknown: Training-Free Audio-Visual Event Perception with Dynamic Thresholds CVPR 2025 A Dataset for Expert Reviewer Recommendation with Large Language Models as Zero-shot Rankers COLING 2025 Advancing Reasoning with Off-the-Shelf LLMs: A Semantic Structure Perspective EMNLP 2025 AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction NAACL 2025 A Modular Taxonomy for Hate Speech Definitions and Its Impact on Zero-Shot LLM Classification Performance ACL 2025