Search Results for author: Xiaotong Luo

Found 8 papers, 4 papers with code

LatticeNet: Towards Lightweight Image Super-resolution with Lattice Block

2 code implementations ECCV 2020 Xiaotong Luo, Yuan Xie, Yulun Zhang, Yanyun Qu, Cuihua Li, Yun Fu

Drawing lessons from lattice filter bank, we design the lattice block (LB) in which two butterfly structures are applied to combine two RBs.

Image Super-Resolution

Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration

no code implementations5 Sep 2024 Pei Wang, Xiaotong Luo, Yuan Xie, Yanyun Qu

Multi-weather image restoration has witnessed incredible progress, while the increasing model capacity and expensive data acquisition impair its applications in memory-limited devices.

Image Restoration Knowledge Distillation

Anomaly Multi-classification in Industrial Scenarios: Transferring Few-shot Learning to a New Task

1 code implementation9 Jun 2024 Jie Liu, Yao Wu, Xiaotong Luo, Zongze Wu

In industrial scenarios, it is crucial not only to identify anomalous items but also to classify the type of anomaly.

Contrastive Learning Few-Shot Learning

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

no code implementations CVPR 2023 Jin Lin, Xiaotong Luo, Ming Hong, Yanyun Qu, Yuan Xie, Zongze Wu

In the forward stage, we take advantage of LTH with rewinding weights to progressively shrink the SR model and the pruning-out masks that form nested sets.

image-classification Image Classification +2

Bi-GANs-ST for Perceptual Image Super-resolution

no code implementations1 Nov 2018 Xiaotong Luo, Rong Chen, Yuan Xie, Yanyun Qu, Cuihua Li

In this paper, motivated by [1], we aim to generate a high-quality SR result which balances between the two indices, i. e., the perception index and root-mean-square error (RMSE).

Image Super-Resolution SSIM

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