zero-shot learning

DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching AAAI 2025 Depth Pro: Sharp Monocular Metric Depth in Less Than a Second ICLR 2025 Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology ICCV 2025 Describe, Adapt and Combine: Empowering CLIP Encoders for Open-set 3D Object Retrieval ICCV 2025 Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs ACL 2025 Detecting Wildfires on UAVs with Real-Time Segmentation Trained by Larger Teacher Models WACV 2025 Detection and Geographic Localization of Natural Objects in the Wild: A Case Study on Palms IJCAI 2025 DGMO: Training-Free Audio Source Separation through Diffusion-Guided Mask Optimization Interspeech 2025 Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning CVPR 2025 Diffusion Image Prior ICCV 2025 Diffusion Self-Distillation for Zero-Shot Customized Image Generation CVPR 2025 DIH-CLIP: Unleashing the Diversity of Multi-Head Self-Attention for Training-Free Open-Vocabulary Semantic Segmentation ICCV 2025 Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling ICCV 2025 DiTTo-TTS: Diffusion Transformers for Scalable Text-to-Speech without Domain-Specific Factors ICLR 2025 Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025 Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs? EMNLP 2025 Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents EMNLP 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 DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes AAAI 2025 Do LLMs Encode Frame Semantics? Evidence from Frame Identification EMNLP 2025 Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs ICLR 2025 DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms EMNLP 2025 Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025 DRISHTIKON: A Multimodal Multilingual Benchmark for Testing Language Models’ Understanding on Indian Culture EMNLP 2025