Zero-Shot Learning

InsAT: Instance-aware Semantic Alignment and Transfer from Human–Object Keypoints for Zero-to-Few-shot Action Understanding ACL 2026 ITUNLP2 at MWE-2026 AdMIRe 2: Modular Zero-Shot Pipelines for Multimodal Idiom Grounding and Ranking EACL 2026 Lifting Unlabeled Internet-level Data for 3D Scene Understanding CVPR 2026 LLM-Based Zero-Shot Soft Labeling for Anticipating Disagreement in Negotiation Dialogues ACL 2026 MATH-IDN: A Multilingual Mathematical Problem Solving Dataset Featuring Local Languages in Indonesia EACL 2026 Measuring Linguistic Competence of LLMs on Indigenous Languages of the Americas EACL 2026 MedSpaformer: A Transferable Transformer with Multi-Granularity Token Sparsification for Medical Time Series Classification AAAI 2026 MizanQA: A Benchmark for Multi-Answer Moroccan Legal QA EACL 2026 Modeling the Visual Ambiguity of Human Sketches CVPR 2026 Monocular Open Vocabulary Occupancy Prediction for Indoor Scenes CVPR 2026 Multi-Scale Gaussian-Language Map for Zero-shot Embodied Navigation and Reasoning CVPR 2026 MUSE: Model-based Uncertainty-aware Similarity Estimation for zero-shot 2D Object Detection and Segmentation WACV 2026 OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026 PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026 PET-DINO: Unifying Visual Cues into Grounding DINO with Prompt-Enriched Training CVPR 2026 PolyFrame at MWE-2026 AdMIRe 2: When Words Are Not Enough: Multimodal Idiom Disambiguation EACL 2026 PromptEmo: Learning Emotion with Bilateral Textual Prompts in Multi-Domain Open-set Scenarios AAAI 2026 Proxy Zero-Shot Hashing with Multimodal Fusion via Stable Diffusion AAAI 2026 Representation-Aware Prompting for Zero-Shot Marathi Text Classification: IPA, Romanization, Repetition EACL 2026 RSVG-ZeroOV: Exploring a Training-Free Framework for Zero-Shot Open-Vocabulary Visual Grounding in Remote Sensing Images AAAI 2026 SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias AAAI 2026 SAGE: Structured Attribute-Guided Enhancement for GZSL AAAI 2026 SG-LoRA: Semantic-guided LoRA Parameters Generation CVPR 2026 STiTch: Semantic Transition and Transportation in Collaboration for Training-Free Zero-Shot Composed Image Retrieval CVPR 2026 TAMER: A Tri-Modal Contrastive Alignment and Multi-Scale Embedding Refinement Framework for Zero-Shot ECG Diagnosis CVPR 2026