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Jin Lin

2 accepted papers

2024

Efficient Lightweight Image Denoising with Triple Attention Transformer

AAAI 2024technical

Transformer has shown outstanding performance on image denoising, but the existing Transformer methods for image denoising are with large model sizes and high computational complexity, which is unfriendly to resource-constrained devices. In this paper, we propose a Lightweight Image Denoising Transf…

Cited by 6SourcePDFScholar
2023

Memory-Friendly Scalable Super-Resolution via Rewinding Lottery Ticket Hypothesis

CVPR 2023poster

Scalable deep Super-Resolution (SR) models are increasingly in demand, whose memory can be customized and tuned to the computational recourse of the platform. The existing dynamic scalable SR methods are not memory-friendly enough because multi-scale models have to be saved with a fixed size for eac…

Cited by 9SourcePDFScholar