Zero-Shot Learning

Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness EMNLP 2025 Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks EMNLP 2025 Multi-subject Open-set Personalization in Video Generation CVPR 2025 Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification EMNLP 2025 MVL-SIB: A Massively Multilingual Vision-Language Benchmark for Cross-Modal Topical Matching ACL 2025 MVSAnywhere: Zero-Shot Multi-View Stereo CVPR 2025 NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics ICLR 2025 Navigating the Unknown: Intent Classification and Out-of-Distribution Detection Using Large Language Models EMNLP 2025 NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection ICCV 2025 NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings EMNLP 2025 NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization AAAI 2025 N-ForGOT: Towards Not-forgetting and Generalization of Open Temporal Graph Learning ICLR 2025 NL-Eye: Abductive NLI For Images ICLR 2025 NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs SemEval 2025 No Annotations for Object Detection in Art through Stable Diffusion WACV 2025 Noisy Test-Time Adaptation in Vision-Language Models ICLR 2025 NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models ICLR 2025 NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages COLING 2025 NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer ICLR 2025 NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers COLING 2025 Occlusion-aware Text-Image-Point Cloud Pretraining for Open-World 3D Object Recognition CVPR 2025 One-for-All Few-Shot Anomaly Detection via Instance-Induced Prompt Learning ICLR 2025 One Look is Enough: Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation on High-Resolution Images ICCV 2025 On the Generalization of Representation Uncertainty in Earth Observation ICCV 2025 On the Zero-shot Adversarial Robustness of Vision-Language Models: A Truly Zero-shot and Training-free Approach CVPR 2025