Zero-Shot Learning

SFR-Net: Steering-Fusion-Refining Network in Multi-label Zero-Shot Sewer Defect Detection CVPR 2026 SkeletonContext: Skeleton-side Context Prompt Learning for Zero-Shot Skeleton-based Action Recognition CVPR 2026 SO(3)-Equivariant ViT-Adapter for Data-Efficient Zero-Shot Sim-to-Real Indoor Panoramic Depth Estimation CVPR 2026 SOTA: Self-adaptive Optimal Transport for Zero-Shot Classification with Multiple Foundation Models CVPR 2026 StableMTL: Repurposing Latent Diffusion Models for Multi-Task Learning from Partially Annotated Synthetic Datasets CVPR 2026 TF-CADE: Foreground-Concentrated Text-Video Alignment for Zero-Shot Temporal Action Detection CVPR 2026 The Power of Prior: Training-Free Open-Vocabulary Semantic Segmentation with LLaVA CVPR 2026 Training-Free Open-Vocabulary Camouflaged Object Segmentation via Fine-Grained Object Binding and Adaptive Hybrid Prompt CVPR 2026 Training-Free Zero-Shot Anomaly Detection in 3D Brain MRI with 2D Foundation Models MIDL 2026 TRN-R1-Zero: Text-rich Network Reasoning via LLMs with Reinforcement Learning Only ACL 2026 VGGT-360: Geometry-Consistent Zero-Shot Panoramic Depth Estimation CVPR 2026 VisualAD: Language-Free Zero-Shot Anomaly Detection via Vision Transformer CVPR 2026 What Makes Good Synthetic Training Data for Zero-Shot Stereo Matching? CVPR 2026 WISER: Wider Search, Deeper Thinking, and Adaptive Fusion for Training-Free Zero-Shot Composed Image Retrieval CVPR 2026 Z3D: Zero-Shot 3D Visual Grounding from Images ACL 2026 Zero-Shot Depth Completion with Vision-Language Model CVPR 2026 Zero-shot Detection of AI-Generated Image via RAW-RGB Alignment CVPR 2026 Zero-Shot Image Denoising via Hybrid Prior-Guided Pseudo Sample Generation CVPR 2026 Zero-Shot Multimodal Retrieval with Multi-Scale Contextual Representations ACL 2026 Zero-Shot Reconstruction of Animatable 3D Avatars with Cloth Dynamics from a Single Image CVPR 2026 AD-LLM: Benchmarking Large Language Models for Anomaly Detection ACL 2025 Advancing Zero-shot Text-to-Speech Intelligibility across Diverse Domains via Preference Alignment ACL 2025 Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection AAAI 2025 Aligning Instance Brownian Bridge with Texts for Open-Vocabulary Video Instance Segmentation AAAI 2025 An Empirical Study of Many-to-Many Summarization with Large Language Models ACL 2025