zero-shot learning

No Hard Negatives Required: Concept Centric Learning Leads to Compositionality without Degrading Zero-shot Capabilities of Contrastive Models CVPR 2026 No Need For Real Anomaly: MLLM Empowered Zero-Shot Video Anomaly Detection CVPR 2026 Not Just What’s There: Enabling CLIP to Comprehend Negated Visual Descriptions Without Fine-Tuning AAAI 2026 OAD-Promoter: Enhancing Zero-Shot VQA Using Large Language Models with Object Attribute Description AAAI 2026 OmniVTG: A Large-Scale Dataset and Training Paradigm for Open-World Video Temporal Grounding CVPR 2026 One and Only at SemEval-2026 Task 2: Evaluating Zero-Shot Autonomous LLM Agents and Heuristic Proxies in Ecological Affect Forecasting SemEval 2026 OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026 OpenT2M: No-frill Motion Generation with Open-source, Large-scale, High-quality Data CVPR 2026 OVI-MAP: Open-Vocabulary Instance-Semantic Mapping CVPR 2026 PatchAlign3D: Local Feature Alignment for Dense 3D Shape Understanding CVPR 2026 PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026 Persona-driven Simulation of Voting Behavior in the European Parliament with Large Language Models EACL 2026 Personalize Anything for Free with Diffusion Transformer AAAI 2026 Plot’n Polish: Zero-Shot Story Visualization and Disentangled Editing with Text-to-Image Diffusion Models AAAI 2026 Plug-and-Play Clarifier: A Zero-Shot Multimodal Framework for Egocentric Intent Disambiguation AAAI 2026 ProjFlow: Projection Sampling with Flow Matching for Zero-Shot Exact Spatial Motion Control CVPR 2026 Reading Your Actions: Learning Generalizable Action Representations via Pre-training AEMG CVPR 2026 Real-Time Path Planning for UAVs in Windy Environments Without Computational Fluid Dynamics AAAI 2026 RealVLG-R1: A Large-Scale Real-World Visual-Language Grounding Benchmark for Robotic Perception and Manipulation CVPR 2026 Reasoning via Implicit Self-supervised Emergence for Instruction Segmentation AAAI 2026 Refer-Agent: A Collaborative Multi-Agent System with Reasoning and Reflection for Referring Video Object Segmentation CVPR 2026 Representation-Aware Prompting for Zero-Shot Marathi Text Classification: IPA, Romanization, Repetition EACL 2026 Retrieve and Segment: Are a Few Examples Enough to Bridge the Supervision Gap in Open-Vocabulary Segmentation? CVPR 2026 RSVG-ZeroOV: Exploring a Training-Free Framework for Zero-Shot Open-Vocabulary Visual Grounding in Remote Sensing Images AAAI 2026 Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation AAAI 2026