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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Language Models as Black-Box Optimizers for Vision-Language Models CVPR 2024
PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024
CCEdit: Creative and Controllable Video Editing via Diffusion Models CVPR 2024
Zero-Shot Structure-Preserving Diffusion Model for High Dynamic Range Tone Mapping CVPR 2024
Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring CVPR 2024
Test-Time Zero-Shot Temporal Action Localization CVPR 2024
DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection CVPR 2024
TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models CVPR 2024
ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Image CVPR 2024
IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot Captioning EMNLP 2024
Retrieval-enriched zero-shot image classification in low-resource domains EMNLP 2024
PRISM: A New Lens for Improved Color Understanding EMNLP 2024
Zero-shot Image Editing with Reference Imitation NIPS 2024
Text2Model: Text-based Model Induction for Zero-shot Image Classification EMNLP 2024
FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation CVPR 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models IJCAI 2024
Multi-Label Field Classification for Scientific Documents using Expert and Crowd-sourced Knowledge EMNLP 2024
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching IJCAI 2024
Claim Check-Worthiness Detection: How Well do LLMs Grasp Annotation Guidelines? EMNLP 2024
No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 Languages EMNLP 2024
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024
Dual Expert Distillation Network for Generalized Zero-Shot Learning IJCAI 2024
Back to Optimization: Diffusion-Based Zero-Shot 3D Human Pose Estimation WACV 2024
Segment Any Change NIPS 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors IJCAI 2024