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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Interaction Compass: Multi-Label Zero-Shot Learning of Human-Object Interactions via Spatial Relations ICCV 2021
Meta-Learning Framework with Applications to Zero-Shot Time-Series Forecasting AAAI 2021
`Less Than One'-Shot Learning: Learning N Classes From M < N Samples AAAI 2021
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning AAAI 2021
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer ACL 2021
Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 ACL 2021
Improving Zero-Shot Translation by Disentangling Positional Information ACL 2021
Learning Normal Dynamics in Videos With Meta Prototype Network CVPR 2021
The Pursuit of Knowledge: Discovering and Localizing Novel Categories Using Dual Memory ICCV 2021
Independent Prototype Propagation for Zero-Shot Compositionality NIPS 2021
Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition ICCV 2021
Property-Aware Relation Networks for Few-Shot Molecular Property Prediction NIPS 2021
Language models enable zero-shot prediction of the effects of mutations on protein function NIPS 2021
Zero-Shot Adversarial Quantization CVPR 2021
Unseen Disease Detection for Deep Learning Interpretation of Chest X-rays MIDL 2021
Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection EMNLP 2021
Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification IJCNLP 2021
Does language help generalization in vision models? CONLL 2021
SDM-Net: A simple and effective model for generalized zero-shot learning UAI 2021
Known unknowns: Learning novel concepts using reasoning-by-elimination UAI 2021
Error-Aware Policy Learning: Zero-Shot Generalization in Partially Observable Dynamic Environments RSS 2021
Learning Generalizable Robotic Reward Functions from “In-The-Wild” Human Videos RSS 2021
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation EMNLP 2021
Fine-grained Event Classification in News-like Text Snippets - Shared Task 2, CASE 2021 ACL 2021
Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers ACL 2021