Zero-Shot Learning

Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles From Driving Scenes WACV 2024 Hierarchical Planning and Learning for Robots in Stochastic Settings Using Zero-Shot Option Invention AAAI 2024 High-Fidelity Zero-Shot Texture Anomaly Localization Using Feature Correspondence Analysis WACV 2024 HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation CVPR 2024 HIL: Hybrid Isotropy Learning for Zero-shot Performance in Dense retrieval NAACL 2024 How Are Metaphors Processed by Language Models? The Case of Analogies CoNLL 2024 How Lexical is Bilingual Lexicon Induction? NAACL 2024 How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval NeurIPS 2024 How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study ACL 2024 How Useful is Context, Actually? Comparing LLMs and Humans on Discourse Marker Prediction ACL 2024 Hyperbolic Learning with Synthetic Captions for Open-World Detection CVPR 2024 ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection CVPR 2024 IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot Captioning EMNLP 2024 Image2Sentence based Asymmetrical Zero-shot Composed Image Retrieval ICLR 2024 Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions CVPR 2024 Improving Event Definition Following For Zero-Shot Event Detection ACL 2024 Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names CVPR 2024 Improving Open Set Recognition via Visual Prompts Distilled from Common-Sense Knowledge AAAI 2024 Improving Subject-Driven Image Synthesis with Subject-Agnostic Guidance CVPR 2024 Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching IJCAI 2024 Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition CVPR 2024 Incubating Text Classifiers Following User Instruction with Nothing but LLM EMNLP 2024 IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS NeurIPS 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