2023
TaskMet: Task-driven Metric Learning for Model Learning
NeurIPS 2023poster
Deep learning models are often used with some downstream task. Models solely trained to achieve accurate predictions may struggle to perform well on the desired downstream tasks. We propose using the task loss to learn a metric which parameterizes a loss to train the model. This approach does not al…