Zero-Shot Learning
By Christoph H. Lampert. 2020
60 citations recorded by the source corpus.
Subfields: Artificial Intelligence, General Dentistry, Radiology, Nuclear Medicine and Imaging, Representation & Self-Supervised Learning, Meta & Continual Learning
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- Sayna Ebrahimi
- Samarth Sinha
- Trevor Darrell
- Zeynep Akata
- Edgar Schönfeld
- Bernt Schiele
- Kate Saenko
- Mohit Bansal
In General Dentistry
In Radiology, Nuclear Medicine and Imaging
- Trevor Darrell
- Sayna Ebrahimi
- Edgar Schönfeld
- Samarth Sinha
- Zeynep Akata
- Bernt Schiele
- Shafin Rahman
In Representation & Self-Supervised Learning
- Sayna Ebrahimi
- Samarth Sinha
- Trevor Darrell
- Edgar Schönfeld
- Zeynep Akata
- Mingsheng Long
- Jianmin Wang
- Kate Saenko
In Meta & Continual Learning
- Sayna Ebrahimi
- Trevor Darrell
- Samarth Sinha
- Zeynep Akata
- Shafin Rahman
- Gobinda Saha
- Kaushik Roy
- Salman Hameed Khan
Citations in the corpus
- Cross-Task Generalization via Natural Language Crowdsourcing Instructions (2021, neutral): “Similar to ours, recent works study the impact of language instructions in modifying a model behavior (Hase and Bansal, 2021; Ye and Ren, 2021; Gupta et al., 2021; Zhong et al., 2021).”
- Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders (2018, background): “Most approaches to generalized zero-shot learning (GZSL), where no labeled training examples are available from some of the classes, learn a mapping between images and their class embeddings [5, 1, 18, 33, 2].”