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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Detecting Out-of-Distribution Objects through Class-Conditioned Inpainting WACV 2026

A Representation Sharpening Framework for Zero Shot Dense Retrieval EACL 2026

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

Any Detector Can Detect Anything WACV 2026

General and Domain-Specific Zero-shot Detection of Generated Images via Conditional Likelihood WACV 2026

Do LLM hallucination detectors suffer from low-resource effect? EACL 2026

Bridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic Speech EACL 2026

Zero-shot Hierarchical Plant Segmentation via Foundation Segmentation Models and Text-to-image Attention WACV 2026

Enhancing Vision Language Corruption Robustness using Cross-Distribution & Prompted Denoisers WACV 2026

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

Towards Egocentric 3D Hand Pose Estimation in Unseen Domains WACV 2026

Modulating Multi-Label Tendency in Zero-Shot LLM Coding: The Effect of Output Structure on CDSS Feedback Analysis EACL 2026

Modality and Task Adaptation for Enhanced Zero-shot Composed Image Retrieval AAAI 2026

Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection AAAI 2026

Synthetic Forgetting Without Access: A Few-Shot Zero-Glance Framework for Machine Unlearning AAAI 2026

TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability AAAI 2026

Visual Bridge: Universal Visual Perception Representations Generating AAAI 2026

Distributional Priors Guided Diffusion for Generating 3D Molecules in Low Data Regimes AAAI 2026

Efficient Reinforcement Learning for Zero-Shot Coordination in Evolving Games AAAI 2026

Zero-shot Recommendation: Towards Class Semantic Relation Learning for Inferring Labels of Unseen Micro-videos AAAI 2026

SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition AAAI 2026

Affordance-Guided Coarse-to-Fine Exploration for Base Placement in Open-Vocabulary Mobile Manipulation AAAI 2026

Real-Time Path Planning for UAVs in Windy Environments Without Computational Fluid Dynamics AAAI 2026

LatentVLA: Taming Latent Space for Generalizable and Long-Horizon Bimanual Manipulation AAAI 2026

Expand Your SCOPE: Semantic Cognition over Potential-Based Exploration for Embodied Visual Navigation AAAI 2026