Abstract: Few-Shot Class-Incremental Learning (FSCIL) is to continuously learn novel classes from a few samples without forgetting previous knowledge. Adapting directly to limited novel data typically ...

While the path to building hundreds of automation lines in the U.S. is not simple, the trade conflict puts manufacturing ...

Abstract: In non-cooperative communication reconnaissance scenarios, the limited number of intercepted signals introduces the few-shot specific emitter identification (SEI) problem. Deep ...

International Conference on Learning Representations (ICLR), 2016. [15] Ravi, Sachin and Larochelle, Hugo. Optimization as a model for few-shot learning. In International Conference on Learning ...

In Houston, he was given the ball and could develop in real time by learning how to get to his favorite spots and take ...

In this paper, we propose to formulate annotation-efficient nucleus instance segmentation from the perspective of few-shot learning (FSL). Our work was motivated by that, with the prosperity of ...

And while it came as a welcomed surprise, Link found himself learning on the job for a good ... “That definitely got me a few times early in the year.” That youth shined through in the loss ...

Drafted seventh overall by Washington in 1999, cornerback Champ Bailey saw just nine targets at wide receiver during his ...