Zero-Shot Learning

Spatio-Temporal Context Prompting for Zero-Shot Action Detection WACV 2025 Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection AAAI 2025 StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment IJCAI 2025 Statement-Tuning Enables Efficient Cross-lingual Generalization in Encoder-only Models ACL 2025 Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail CVPR 2025 Super-Class Guided Transformer for Zero-Shot Attribute Classification AAAI 2025 Superpowering Open-Vocabulary Object Detectors for X-ray Vision ICCV 2025 Synthetic Audio Helps for Cognitive State Tasks NAACL 2025 Taxonomy-Guided Zero-Shot Recommendations with LLMs COLING 2025 Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification SemEval 2025 TeG-DRec: Inductive Text-Graph Learning for Unseen Node Scientific Dataset Recommendation AACL 2025 Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Vision-Language Models WACV 2025 Test-Time Visual In-Context Tuning CVPR 2025 TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs AAAI 2025 ThaiOCRBench: A Task-Diverse Benchmark for Vision-Language Understanding in Thai IJCNLP 2025 Towards Better Disentanglement in Non-Autoregressive Zero-Shot Expressive Voice Conversion Interspeech 2025 Towards Generalizable Scene Change Detection CVPR 2025 Towards Training-free Anomaly Detection with Vision and Language Foundation Models CVPR 2025 Towards Zero-Shot Multimodal Machine Translation NAACL 2025 Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion WACV 2025 Unified Framework for Open-World Compositional Zero-Shot Learning WACV 2025 Unknown Text Learning for CLIP-based Few-Shot Open-set Recognition ICCV 2025 Unleashing Potentials of Vision-Language Models for Zero-Shot HOI Detection WACV 2025 Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment ICLR 2025 UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement ICCV 2025