zero-shot learning

Tables Guide Vision: Learning to See the Heart through Tabular Data WACV 2026 Temporal-Consistent Video Restoration with Pre-trained Diffusion Models AAAI 2026 Test-Time Preference Optimization for Image Restoration AAAI 2026 Text Classification Under Class Distribution Shift: A Survey EACL 2026 TF-CADE: Foreground-Concentrated Text-Video Alignment for Zero-Shot Temporal Action Detection CVPR 2026 The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning EACL 2026 The Finer the Better: Towards Granular-aware Open-set Domain Generalization AAAI 2026 Thinking Beyond Labels: Vocabulary-Free Fine-Grained Recognition using Reasoning-Augmented LMMs CVPR 2026 TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability AAAI 2026 TOSC: Task-Oriented Shape Completion for Open-World Dexterous Grasp Generation from Partial Point Clouds AAAI 2026 Towards Egocentric 3D Hand Pose Estimation in Unseen Domains WACV 2026 Towards Fine-Grained Adaptation of CLIP via a Self-Trained Alignment Score WACV 2026 Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating AAAI 2026 Training-Free Few-Shot Segmentation via Vision-Language Guided Prompting WACV 2026 Training-Free Text Emotion Tagging via LLM-Based Best-Worst Scaling EACL 2026 T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection AAAI 2026 uir-cis-7 at SemEval-2026 Task 7: Zero-Shot Chain-of-Thought Reasoning for Cross-Cultural Daily Knowledge SemEval 2026 Under-resourced studies of under-resourced languages: lemmatization and POS-tagging with LLM annotators for historical Armenian, Georgian, Greek and Syriac EACL 2026 Understanding Task Transfer in Vision-Language Models CVPR 2026 UniTabBank: A Large Scale Multi-Lingual, Multi-Layout, Multi-Type, Multi-Format Dataset for Table Detection WACV 2026 Unlocking 2D Promptable Foundation Models for 3D Vessel Segmentation by Automatic Prompt Generation MIDL 2026 Unsupervised Segmentation by Diffusing, Walking and Cutting WACV 2026 UZ3DVG: Unaided Zero-Shot 3D Visual Grounding with Generated Language Conditions CVPR 2026 Value-Aligned Prompt Moderation via Zero-Shot Agentic Rewriting for Safe Image Generation AAAI 2026 VGGT-360: Geometry-Consistent Zero-Shot Panoramic Depth Estimation CVPR 2026