Zero-Shot Learning

LoD-Loc v3: Generalized Aerial Localization in Dense Cities using Instance Silhouette Alignment CVPR 2026 MARIS: Marine Open-Vocabulary Instance Segmentation CVPR 2026 Match-and-Fuse: Consistent Generation from Unstructured Image Sets CVPR 2026 MD2E: Modeling Depth-to-Edge Cues for Monocular Metric Depth Estimation CVPR 2026 Mitigating Objectness Bias and Region-to-Text Misalignment for Open-Vocabulary Panoptic Segmentation CVPR 2026 MoECLIP: Patch-Specialized Experts for Zero-shot Anomaly Detection CVPR 2026 More Than Meets the Eye: A Unified Image Fusion Framework via Semantic-Pixel Entropy Trade-off for Zero-Shot Generalization CVPR 2026 MR. Illuminate: Zero-Shot Low-Light Image Enhancement with Diffusion Prior CVPR 2026 MSGNav: Unleashing the Power of Multi-modal 3D Scene Graph for Zero-Shot Embodied Navigation CVPR 2026 MV3DIS: Multi-View Mask Matching via 3D Guides for Zero-Shot 3D Instance Segmentation CVPR 2026 NAF: Zero-Shot Feature Upsampling via Neighborhood Attention Filtering CVPR 2026 No Need For Real Anomaly: MLLM Empowered Zero-Shot Video Anomaly Detection CVPR 2026 One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment ACL 2026 One Patch to Caption Them All: A Unified Zero-Shot Captioning Framework CVPR 2026 OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026 ORION: ORthonormal Text Encoding for Universal VLM AdaptatION CVPR 2026 PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026 PEARL: Geometry Aligns Semantics for Training-Free Open-Vocabulary Semantic Segmentation CVPR 2026 PLlama at SemEval-2026 Task 4: Zero-shot Prompting with Llama-3.2 for Narrative Similarity SemEval 2026 PromptStereo: Zero-Shot Stereo Matching via Structure and Motion Prompts CVPR 2026 psy detectives at SemEval-2026 Task 10: PsyCoMark – Psycholinguistic Conspiracy Marker Extraction and Detection SemEval 2026 Scaling Zero-Shot Reference-to-Video Generation CVPR 2026 SDDF: Specificity-Driven Dynamic Focusing for Open-Vocabulary Camouflaged Object Detection CVPR 2026 Self-guided Semantic Inspection for Zero-Shot Composed Image Retrieval CVPR 2026 Self-supervised Dynamic Heterogeneous Degradation Modeling for Unified Zero-Shot Image Restoration CVPR 2026