Zero-Shot Learning

DeFSS: Image-to-Mask Denoising Learning for Few-shot Segmentation ICCV 2025 Depth Any Camera: Zero-Shot Metric Depth Estimation from Any Camera CVPR 2025 DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching AAAI 2025 Detect Anything 3D in the Wild ICCV 2025 Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs ACL 2025 Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning CVPR 2025 Diffusion Self-Distillation for Zero-Shot Customized Image Generation CVPR 2025 Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling ICCV 2025 Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025 DM-POSA: Enhancing Open-World Test-Time Adaptation with Dual-Mode Matching and Prompt-Based Open Set Adaptation IJCAI 2025 DocIE@XLLM25: UIEPrompter: A Unified Training-Free Framework for universal document-level information extraction via Structured Prompt ACL 2025 DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025 Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages? IJCNLP 2025 DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes AAAI 2025 Do Large Language Models excel in Complex Logical Reasoning with Formal Language? EMNLP 2025 Do large language models solve verbal analogies like children do? CoNLL 2025 Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025 DRS: Deep Question Reformulation With Structured Output ACL 2025 DS-MHP: Improving Chain-of-Thought through Dynamic Subgraph-Guided Multi-Hop Path EMNLP 2025 DualCIR: Enhancing Training-Free Composed Image Retrieval via Dual-Directional Descriptions WACV 2025 DynamicID: Zero-Shot Multi-ID Image Personalization with Flexible Facial Editability ICCV 2025 Dynamic Multimodal Prototype Learning in Vision-Language Models ICCV 2025 DynaPrompt: Dynamic Test-Time Prompt Tuning ICLR 2025 DynRank: Improve Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification COLING 2025 Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing ICCV 2025