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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

MizanQA: A Benchmark for Multi-Answer Moroccan Legal QA EACL 2026

VK-Det: Visual Knowledge Guided Prototype Learning for Open-Vocabulary Aerial Object Detection AAAI 2026

Towards Fine-Grained Adaptation of CLIP via a Self-Trained Alignment Score WACV 2026

Representation-Aware Prompting for Zero-Shot Marathi Text Classification: IPA, Romanization, Repetition EACL 2026

Dual-Channel Learning Framework for Zero-Shot CircRNA-miRNA Interaction Prediction via State Space Modeling AAAI 2026

Exploring High-order-aware Prompt Learning for Zero-shot Anomaly Detection AAAI 2026

VIZOR: Viewpoint-Invariant Zero-Shot Scene Graph Generation for 3D Scene Reasoning WACV 2026

Anatomy-VLM: A Fine-grained Vision-Language Model for Medical Interpretation WACV 2026

OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026

MATH-IDN: A Multilingual Mathematical Problem Solving Dataset Featuring Local Languages in Indonesia EACL 2026

ITUNLP2 at MWE-2026 AdMIRe 2: Modular Zero-Shot Pipelines for Multimodal Idiom Grounding and Ranking EACL 2026

When Semantic Overlap Is Not Enough: Cross-Lingual Euphemism Transfer Between Turkish and English EACL 2026

DynamicEarth: How Far Are We from Open-Vocabulary Change Detection? AAAI 2026

RSVG-ZeroOV: Exploring a Training-Free Framework for Zero-Shot Open-Vocabulary Visual Grounding in Remote Sensing Images AAAI 2026

Cross-Modal Event Encoder: Bridging Image-Text Knowledge to Event Streams WACV 2026

BlendCLIP: Bridging Synthetic and Real Domains for Zero-Shot 3D Object Classification with Multimodal Pretraining WACV 2026

Vision-informed Semantic Text Alignment for Open-set Recognition in Remote Sensing WACV 2026

MUSE: Model-based Uncertainty-aware Similarity Estimation for zero-shot 2D Object Detection and Segmentation WACV 2026

Crafting Descriptive Information for a Zero-shot Method to Improve Knowledge-Based Visual Question Answering Performance WACV 2026

You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction WACV 2026

PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026

Measuring Linguistic Competence of LLMs on Indigenous Languages of the Americas EACL 2026

AjamiMorph: Zero-Annotation Morphological Discovery for Hausa Ajami via Multi-Method Consensus EACL 2026

PolyFrame at MWE-2026 AdMIRe 2: When Words Are Not Enough: Multimodal Idiom Disambiguation EACL 2026

I2CD: An Invertible Causal Framework for Compositional Zero-Shot Learning via Disentangle-Compose-Disentangle AAAI 2026