Zero-Shot Learning

ArtAdapter: Text-to-Image Style Transfer using Multi-Level Style Encoder and Explicit Adaptation CVPR 2024 A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024 A Two-Agent Game for Zero-shot Relation Triplet Extraction ACL 2024 AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ACL 2024 Automatically Suggesting Diverse Example Sentences for L2 Japanese Learners Using Pre-Trained Language Models ACL 2024 Beyond Seen Primitive Concepts and Attribute-Object Compositional Learning CVPR 2024 BookWorm: A Dataset for Character Description and Analysis EMNLP 2024 Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models CVPR 2024 CableInspect-AD: An Expert-Annotated Anomaly Detection Dataset NeurIPS 2024 Claim Check-Worthiness Detection: How Well do LLMs Grasp Annotation Guidelines? EMNLP 2024 Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations NeurIPS 2024 CoLLaVO: Crayon Large Language and Vision mOdel ACL 2024 Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types AAAI 2024 Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval AAAI 2024 Commonsense for Zero-Shot Natural Language Video Localization AAAI 2024 Computational Analysis of Dehumanization of Ukrainians on Russian Social Media EACL 2024 Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models NeurIPS 2024 Context-I2W: Mapping Images to Context-Dependent Words for Accurate Zero-Shot Composed Image Retrieval AAAI 2024 CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment CVPR 2024 Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding ACL 2024 Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition AAAI 2024 Data-Free Generalized Zero-Shot Learning AAAI 2024 Deciphering Cognitive Distortions in Patient-Doctor Mental Health Conversations: A Multimodal LLM-Based Detection and Reasoning Framework EMNLP 2024 Depth-aware Test-Time Training for Zero-shot Video Object Segmentation CVPR 2024 DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection CVPR 2024