Zero-Shot Learning

Exploiting VLM Localizability and Semantics for Open Vocabulary Action Detection WACV 2025 Exploring Simple Open-Vocabulary Semantic Segmentation CVPR 2025 EZ-VC: Easy Zero-shot Any-to-Any Voice Conversion EMNLP 2025 Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data NAACL 2025 Finding Dino: A Plug-and-Play Framework for Zero-Shot Detection of Out-of-Distribution Objects using Prototypes WACV 2025 Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection ICCV 2025 Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025 Function-centric Bayesian Network for Zero-Shot Object Goal Navigation ICCV 2025 GeLLM³O: Generalizing Large Language Models for Multi-property Molecule Optimization ACL 2025 Generative Video Diffusion for Unseen Novel Semantic Video Moment Retrieval AAAI 2025 GeoDiffuser: Geometry-Based Image Editing with Diffusion Models WACV 2025 Go to Zero: Towards Zero-shot Motion Generation with Million-scale Data ICCV 2025 GVDepth: Zero-Shot Monocular Depth Estimation for Ground Vehicles based on Probabilistic Cue Fusion ICCV 2025 Hate Explained: Evaluating NER-Enriched Text in Human and Machine Moderation of Hate Speech ACL 2025 ‘Hello, World!’: Making GNNs Talk with LLMs EMNLP 2025 HiTZ-Ixa at SemEval-2025 Task 1: Multimodal Idiomatic Language Understanding SemEval 2025 HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation ICCV 2025 Holistic Semantic Representation for Navigational Trajectory Generation AAAI 2025 Howard University-AI4PC at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval-Combining Zero-Shot Claim Extraction and KNN-Based Classification for Multilingual Claim Matching SemEval 2025 Howard University-AI4PC at SemEval-2025 Task 9: Using Open-weight BART-MNLI for Zero Shot Classification of Food Recall Documents SemEval 2025 How Do Large Language Models Perform in Dynamical System Modeling NAACL 2025 Identifying Cellular Niches in Spatial Transcriptomics: An Investigation into the Capabilities of Large Language Models ACL 2025 Image-Caption Encoding for Improving Zero-Shot Generalization WACV 2025 Improving Audio Classification by Transitioning from Zero- to Few-Shot Interspeech 2025 Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration IJCAI 2025