Zero-Shot Learning

Abstract 3D Perception for Spatial Intelligence in Vision-Language Models CVPR 2026 AgentDet: A Shared-Blackboard Multi-Agent Framework for Zero-/Few-Shot Object Detection CVPR 2026 AG-VAS: Anchor-Guided Zero-Shot Visual Anomaly Segmentation with Large Multimodal Models CVPR 2026 AnomalyVFM -- Transforming Vision Foundation Models into Zero-Shot Anomaly Detectors CVPR 2026 ANTS: Adaptive Negative Textual Space Shaping for OOD Detection via Test-Time MLLM Understanding and Reasoning CVPR 2026 Back to Point: Exploring Point-Language Models for Zero-Shot 3D Anomaly Detection CVPR 2026 CityVG: Contrastive Fine-Tuning and Reward-Based Chain-of-Thought Reasoning for Zero-Shot City-Scale 3D Visual Grounding ACL 2026 Compositional Transformation Reasoning for Composed Video Retrieval CVPR 2026 Copy-Transform-Paste: Zero-Shot Object-Object Alignment Guided by Vision-Language and Geometric Constraints CVPR 2026 CuriosAI at SemEval-2026 Task 4: A Comprehensive Study of Zero-Shot versus Fine-Tuned Approaches for Narrative Similarity SemEval 2026 Discover, Segment, and Select: A Progressive Mechanism for Zero-shot Camouflaged Object Segmentation CVPR 2026 DiZiNER: Disagreement-guided Instruction Refinement via Simulating Pilot Annotation for Zero-shot Named Entity Recognition ACL 2026 DLVP-CLIP: Enhancing Fine-Grained Zero-Shot Anomaly Detection via Dynamic Local Visual Prompting CVPR 2026 DUTH at SemEval-2026 Task 1: Prompt-Based Zero-Shot Large Language Models for Constrained Multilingual Humor Generation SemEval 2026 Explaining CLIP Zero-shot Predictions Through Concepts CVPR 2026 Exploring the Underwater World Segmentation without Extra Training CVPR 2026 FC-TTS: Style and Timbre Control in Zero-Shot Text-to-Speech with Disentangled Speech Representations ACL 2026 FlowComposer: Composable Flows for Compositional Zero-Shot Learning CVPR 2026 From Attraction to Equilibrium: Physics-Inspired Semantic Gravitons for Zero-Shot Anomaly Detection CVPR 2026 GS-CLIP: Zero-shot 3D Anomaly Detection by Geometry-Aware Prompt and Synergistic View Representation Learning CVPR 2026 Humanoid Generative Pre-Training for Zero-Shot Motion Tracking CVPR 2026 Incentivizing Generative Zero-Shot Learning via Outcome-Reward Reinforcement Learning with Visual Cues CVPR 2026 KCLarity at SemEval-2026 Task 6: Encoder and Zero-Shot Approaches to Political Evasion Detection SemEval 2026 LaS-Comp: Zero-shot 3D Completion with Latent-Spatial Consistency CVPR 2026 Lite Any Stereo: Efficient Zero-Shot Stereo Matching CVPR 2026