DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer

Understand

We have witnessed rapid evolution of deep neural network architecture design in the past years.

• These latest progresses greatly facilitate the developments in various areas such as computer vision and natural language processing.
• However, along with the extraordinary performance, these state-of-the-art models also bring in expensive computational cost.
• Directly deploying these models into applications with real-time requirement is still infeasible.