In this paper, based on the principle of the interaction between the eddy current field and the cracks, a ternary convolution kernel convolution algorithm based on an eddy current field is proposed to ...

In this paper, we propose a new neural network structure that can be used as a strong baseline for time series problems, leveraging dilated kernels with fully convolutional networks (FCNs). The ...

This repository is an official PyTorch implementation of "KernelWarehouse: Rethinking the Design of Dynamic Convolution", KW for short, which has been accepted to ICML 2024. Results comparison on the ...

We look deep into the selection distributions from the perspective of classes on SK_2_3 (low), SK_3_4 (middle), SK_5_3 (high) layers: Figure 2: Average mean attention difference (mean attention value ...

Photonic neuromorphic systems use light for high-speed computation, surpassing traditional electronics and driving innovations in AI and image processing.

Predict dynamic behaviors in a physics system in a way that's computationally efficient and adaptable to a range of scenarios.

The animate-inanimate category distinction is one of the general organizing principles in the primate high-level visual cortex. Much less is known about the visual cortical representations of animacy ...