Nov 29, 2021 · In this paper, we propose a feature-gate coupling (FGC) approach aiming to align distributions of features and gates. FGC is a plug-and-play ...

May 15, 2024 · In this paper, we propose a feature-gate coupling (FGC) approach aiming to align distributions of features and gates. FGC is a plug-and-play ...

We propose a plug-and-play feature-gate coupling (FGC) method to alleviate the distribution inconsistency between features and corresponding gates of dynamic ...

Nov 29, 2021 · In this paper, we propose a feature-gate coupling (FGC) approach aiming to align distributions of features and gates. FGC is a plug-and-play ...

Jun 2, 2024 · The paper presents a novel approach to address the issue of feature-gate distribution inconsistency in dynamic network pruning. The proposed FGC ...

Gating modules have been widely explored in dynamic network pruning to reduce the run-time computational cost of deep neural networks while preserving the ...

Flowchart of the proposed feature-gate coupling (FGC) method for dynamic network pruning. FGC consists of two iterative steps: neighborhood relationship ...

In this paper, we propose a feature-gate coupling (FGC) approach aiming to align distributions of features and gates. FGC is a plug-and-play module, which ...

Nov 30, 2021 · Gating modules have been widely explored in dynamic network pruning to reduce the run-time computational cost of deep neural networks while ...

In this paper, by exploring the similarities between feature maps, we propose a novel filter pruning method, Central Filter (CF), which suggests that a filter ...