Researcher profile

Negar Rostamzadeh

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Uncertainty in Multitask Transfer Learning

2018 · arXiv (Cornell University)

Using variational Bayes neural networks, we develop an algorithm capable of accumulating knowledge into a prior from multiple different tasks. The result is a rich and meaningful prior capable of few-shot learning on new tasks. …
Fine-grained zero-shot recognition with metric rescaling.

2019 · arXiv (Cornell University)

We address the problem of learning fine-grained cross-modal representations. We propose an instance-based deep metric learning approach in joint visual and textual space. On top of that, we derive a metric rescaling approach that solves …