← Learning Types
Deep Learning › Learning Types ›

Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing EMNLP 2023
Is ChatGPT the ultimate Data Augmentation Algorithm? EMNLP 2023
Pipeline Enabling Zero-shot Classification for Bangla Handwritten Grapheme EMNLP 2023
Segment Anything in High Quality NIPS 2023
Vocabulary-free Image Classification NIPS 2023
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP NIPS 2023
LOVM: Language-Only Vision Model Selection NIPS 2023
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions NIPS 2023
Learning Mask-aware CLIP Representations for Zero-Shot Segmentation NIPS 2023
DesCo: Learning Object Recognition with Rich Language Descriptions NIPS 2023
Zero-Shot Anomaly Detection via Batch Normalization NIPS 2023
Fairness-guided Few-shot Prompting for Large Language Models NIPS 2023
CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection NIPS 2023
Action Inference by Maximising Evidence: Zero-Shot Imitation from Observation with World Models NIPS 2023
Geometry-Aware Adaptation for Pretrained Models NIPS 2023
Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022
Zero-shot Cross-Lingual Counterfactual Detection via Automatic Extraction and Prediction of Clue Phrases EMNLP 2022
Zero-shot Cross-Language Transfer of Monolingual Entity Linking Models EMNLP 2022
How Language-Dependent is Emotion Detection? Evidence from Multilingual BERT EMNLP 2022
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP NIPS 2022
Large Language Models are Zero-Shot Reasoners NIPS 2022
Improving Zero-Shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions NIPS 2022
LAION-5B: An open large-scale dataset for training next generation image-text models NIPS 2022
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NIPS 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations NIPS 2022