Zero-Shot Learning

ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval ACL 2023 Revisiting Large Language Models as Zero-shot Relation Extractors EMNLP 2023 Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM’s Translation Capability ACL 2023 Segment Anything in High Quality NeurIPS 2023 Semi-transductive Learning for Generalized Zero-Shot Sketch-Based Image Retrieval AAAI 2023 SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023 Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis ICCV 2023 StyleRF: Zero-Shot 3D Style Transfer of Neural Radiance Fields CVPR 2023 The Change You Want To See WACV 2023 Towards Zero-shot Learning for End-to-end Cross-modal Translation Models EMNLP 2023 Towards Zero-Shot Multilingual Transfer for Code-Switched Responses ACL 2023 Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path EMNLP 2023 UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding ACL 2023 Universal Information Extraction as Unified Semantic Matching AAAI 2023 Vita-CLIP: Video and Text Adaptive CLIP via Multimodal Prompting CVPR 2023 Vocabulary-free Image Classification NeurIPS 2023 VS-Boost: Boosting Visual-Semantic Association for Generalized Zero-Shot Learning IJCAI 2023 What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary ACL 2023 What Can Human Sketches Do for Object Detection? CVPR 2023 What Makes Pre-trained Language Models Better Zero-shot Learners? ACL 2023 WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation CVPR 2023 ZBS: Zero-Shot Background Subtraction via Instance-Level Background Modeling and Foreground Selection CVPR 2023 Zero-Shot Anomaly Detection via Batch Normalization NeurIPS 2023 Zero-shot Cross-lingual Transfer With Learned Projections Using Unlabeled Target-Language Data ACL 2023 Zero-Shot Data Maps. Efficient Dataset Cartography Without Model Training EMNLP 2023