Zero-Shot Learning

CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection AAAI 2025 Cross-Attention-Based Target Sound Extraction by Fully Leveraging Enrollment in a Shared Latent Space Interspeech 2025 Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs ACL 2025 DGMO: Training-Free Audio Source Separation through Diffusion-Guided Mask Optimization Interspeech 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 Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025 Dysfluent WFST: A Framework for Zero-Shot Speech Dysfluency Transcription and Detection Interspeech 2025 DZAD: Diffusion-based Zero-shot Anomaly Detection AAAI 2025 Effects of Speaker Count, Duration, and Accent Diversity on Zero-Shot Accent Robustness in Low-Resource ASR Interspeech 2025 EntitySAM: Segment Everything in Video CVPR 2025 Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph IJCAI 2025 EZSR: Event-based Zero-Shot Recognition CVPR 2025 F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching ACL 2025 Fane at SemEval-2025 Task 10: Zero-Shot Entity Framing with Large Language Models SemEval 2025 Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection ICCV 2025 Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation CVPR 2025 FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation ICCV 2025 FoundationStereo: Zero-Shot Stereo Matching CVPR 2025 FreeMask: Rethinking the Importance of Attention Masks for Zero-Shot Video Editing AAAI 2025 From Schema to State: Zero-Shot Scheme-Only Dialogue State Tracking via Diverse Synthetic Dialogue and Step-by-Step Distillation EMNLP 2025 Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation CVPR 2025 Generative Zero-Shot Composed Image Retrieval CVPR 2025 GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation ACL 2025