Zero-Shot Learning

Detecting Temporal Ambiguity in Questions EMNLP 2024 Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations AAAI 2024 Evaluating the Zero-shot Robustness of Instruction-tuned Language Models ICLR 2024 Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP 2024 Explaining CLIP's Performance Disparities on Data from Blind/Low Vision Users CVPR 2024 EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection NeurIPS 2024 General Object Foundation Model for Images and Videos at Scale CVPR 2024 Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024 GENRA: Enhancing Zero-shot Retrieval with Rank Aggregation EMNLP 2024 GLBench: A Comprehensive Benchmark for Graph with Large Language Models NeurIPS 2024 GRIZAL: Generative Prior-guided Zero-Shot Temporal Action Localization EMNLP 2024 Grounding Everything: Emerging Localization Properties in Vision-Language Transformers CVPR 2024 Harnessing Large Language Models for Training-free Video Anomaly Detection CVPR 2024 HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via Large Language Models EMNLP 2024 How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection AAAI 2024 Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models NeurIPS 2024 i-Code Studio: A Configurable and Composable Framework for Integrative AI EMNLP 2024 IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot Captioning EMNLP 2024 Image Captioning with Multi-Context Synthetic Data AAAI 2024 Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names CVPR 2024 Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition CVPR 2024 Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation NeurIPS 2024 Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance ACL 2024 InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024 Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024