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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

Harnessing Large Language Models for Training-free Video Anomaly Detection CVPR 2024
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages ACL 2024
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance ACL 2024
Large Language Models can Share Images, Too! ACL 2024
Zero-shot Cross-lingual Alignment for Embedding Initialization ACL 2024
pix2gestalt: Amodal Segmentation by Synthesizing Wholes CVPR 2024
Language Models as Black-Box Optimizers for Vision-Language Models CVPR 2024
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024
Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding ACL 2024
A Two-Agent Game for Zero-shot Relation Triplet Extraction ACL 2024
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024
LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024
Question-Instructed Visual Descriptions for Zero-Shot Video Answering ACL 2024
CoLLaVO: Crayon Large Language and Vision mOdel ACL 2024
AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ACL 2024
AcKnowledge: Acquired Knowledge Representation by Small Language Model Without Pre-training ACL 2024
Synthetic Context with LLM for Entity Linking from Scientific Tables ACL 2024
OSX at Context24: How Well Can GPT Tackle Contexualizing Scientific Figures and Tables ACL 2024
Training-Free Object Counting With Prompts WACV 2024
VidToMe: Video Token Merging for Zero-Shot Video Editing CVPR 2024
Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers CVPR 2024
Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding CVPR 2024
UniDepth: Universal Monocular Metric Depth Estimation CVPR 2024
Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly NIPS 2024