Zero-Shot Learning

MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation ICCV 2025 MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image CVPR 2025 MIND: A Multi-agent Framework for Zero-shot Harmful Meme Detection ACL 2025 Missing Target-Relevant Information Prediction with World Model for Accurate Zero-Shot Composed Image Retrieval CVPR 2025 MLLM-as-a-Judge for Image Safety without Human Labeling CVPR 2025 Multi-lingual and Zero-Shot Speech Recognition by Incorporating Classification of Language-Independent Articulatory Features Interspeech 2025 Occlusion-aware Text-Image-Point Cloud Pretraining for Open-World 3D Object Recognition CVPR 2025 On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Interspeech 2025 On the Zero-shot Adversarial Robustness of Vision-Language Models: A Truly Zero-shot and Training-free Approach CVPR 2025 OW-OVD: Unified Open World and Open Vocabulary Object Detection CVPR 2025 OZSpeech: One-step Zero-shot Speech Synthesis with Learned-Prior-Conditioned Flow Matching ACL 2025 Prompt as Knowledge Bank: Boost Vision-language model via Structural Representation for zero-shot medical detection ICLR 2025 QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety ACL 2025 RATE-Nav: Region-Aware Termination Enhancement for Zero-shot Object Navigation with Vision-Language Models ACL 2025 Realistic Test-Time Adaptation of Vision-Language Models CVPR 2025 Reliable and Diverse Hierarchical Adapter for Zero-shot Video Classification IJCAI 2025 Revisiting LLMs as Zero-Shot Time Series Forecasters: Small Noise Can Break Large Models ACL 2025 Rhythm Controllable and Efficient Zero-Shot Voice Conversion via Shortcut Flow Matching ACL 2025 Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025 RoomPainter: View-Integrated Diffusion for Consistent Indoor Scene Texturing CVPR 2025 RoToR: Towards More Reliable Responses for Order-Invariant Inputs ACL 2025 SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation CVPR 2025 Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection CVPR 2025 Seeing Your Speech Style: A Novel Zero-Shot Identity-Disentanglement Face-based Voice Conversion AAAI 2025 Self-Evolving Visual Concept Library using Vision-Language Critics CVPR 2025