Zero-Shot Learning

Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024 TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish EMNLP 2024 UMB: Understanding Model Behavior for Open-World Object Detection NeurIPS 2024 UniDepth: Universal Monocular Metric Depth Estimation CVPR 2024 Uni-Dubbing: Zero-Shot Speech Synthesis from Visual Articulation ACL 2024 Unleashing Large Language Models’ Proficiency in Zero-shot Essay Scoring EMNLP 2024 Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting EMNLP 2024 VidToMe: Video Token Merging for Zero-Shot Video Editing CVPR 2024 Visual Data-Type Understanding does not emerge from scaling Vision-Language Models ICLR 2024 Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding CVPR 2024 ViTamin: Designing Scalable Vision Models in the Vision-Language Era CVPR 2024 VLCounter: Text-Aware Visual Representation for Zero-Shot Object Counting AAAI 2024 VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild ACL 2024 VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis EMNLP 2024 Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning AAAI 2024 “What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs EMNLP 2024 X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization CVPR 2024 ***YesBut***: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models EMNLP 2024 ZERO-IG: Zero-Shot Illumination-Guided Joint Denoising and Adaptive Enhancement for Low-Light Images CVPR 2024 ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Image CVPR 2024 Zero-Shot Aerial Object Detection with Visual Description Regularization AAAI 2024 Zero-shot Commonsense Reasoning over Machine Imagination EMNLP 2024 Zero-shot Cross-lingual Alignment for Embedding Initialization ACL 2024 Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages ACL 2024 Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection EMNLP 2024