Zero-Shot Learning

Semantic-guided Cross-Modal Prompt Learning for Skeleton-based Zero-shot Action Recognition CVPR 2025 ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries AAAI 2025 StableVC: Style Controllable Zero-Shot Voice Conversion with Conditional Flow Matching AAAI 2025 Style Nursing with Spatial and Semantic Guidance for Zero-Shot Traffic Scene Style Transfer AAAI 2025 T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting CVPR 2025 Takin-VC: Expressive Zero-Shot Voice Conversion via Adaptive Hybrid Content Encoding and Enhanced Timbre Modeling ACL 2025 TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models CVPR 2025 TCSinger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis ACL 2025 TEST-V: TEst-time Support-set Tuning for Zero-shot Video Classification IJCAI 2025 TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs AAAI 2025 The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ACL 2025 Think Twice: Test-Time Reasoning for Robust CLIP Zero-Shot Classification ICCV 2025 Towards Generalizable Scene Change Detection CVPR 2025 Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025 Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion WACV 2025 UniK3D: Universal Camera Monocular 3D Estimation CVPR 2025 Unleashing Potentials of Vision-Language Models for Zero-Shot HOI Detection WACV 2025 UT-NLP at SemEval-2025 Task 11: Evaluating Zero-Shot Capability of GPT-4o mini on Emotion Recognition via Role-Play and Contrastive Judging SemEval 2025 Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement ICLR 2025 VidBot: Learning Generalizable 3D Actions from In-the-Wild 2D Human Videos for Zero-Shot Robotic Manipulation CVPR 2025 VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models CVPR 2025 Visual Prompt Engineering for Vision Language Models in Radiology MIDL 2025 VoiceMark: Zero-Shot Voice Cloning-Resistant Watermarking Approach Leveraging Speaker-Specific Latents Interspeech 2025 Voice Reconstruction through Large-Scale TTS Models: Comparing Zero-Shot and Fine-tuning Approaches to Personalise TTS in Assistive Communication Interspeech 2025 WETBench: A Benchmark for Detecting Task-Specific Machine-Generated Text on Wikipedia ACL 2025