Fast and Memory-Efficient Network Towards Efficient Image Super-Resolution

Zongcai Du,Ding Liu,Jie Liu,Jie Tang,Gangshan Wu,Lean Fu

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)（2022）

Cited 50|Views103

Key words

runtime overhead,lightweight network backbone,optimized convolution,activation layers,novel sequential attention branch,enhanced residual block,network inference,fast memory-efficient network,74% memory consumption,state-of-the-art EISR model,lowest memory consumption,efficient super-resolution,runtime memory consumption,efficient image super-resolution models,resource-constrained devices,EISR [16],distillation,aggregation strategies,channel split,concatenation operations,sequential network operations

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