← Learning Types
Machine Learning › Learning Types ›

Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Learning Non-Target Knowledge for Few-Shot Semantic Segmentation CVPR 2022
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning CVPR 2022
PointCLIP: Point Cloud Understanding by CLIP CVPR 2022
On Guiding Visual Attention With Language Specification CVPR 2022
Decoupling Zero-Shot Semantic Segmentation CVPR 2022
MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning CVPR 2022
Unified Contrastive Learning in Image-Text-Label Space CVPR 2022
Sketch3T: Test-Time Training for Zero-Shot SBIR CVPR 2022
En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022
Grounded Language-Image Pre-Training CVPR 2022
Image Segmentation Using Text and Image Prompts CVPR 2022
Evolutionary Variational Optimization of Generative Models JMLR 2022
Language Model Priming for Cross-Lingual Event Extraction AAAI 2022
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech NIPS 2022
VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation NIPS 2022
Generalized Intent Discovery: Learning from Open World Dialogue System COLING 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation ACL 2022
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ACL 2022
OpenBrand: Open Brand Value Extraction from Product Descriptions ACL 2022
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings EMNLP 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation EMNLP 2022
DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice Conversion INTERSPEECH 2022
Nearest Neighbor Zero-Shot Inference EMNLP 2022
A Question-Answer Driven Approach to Reveal Affirmative Interpretations from Verbal Negations NAACL 2022