Search Results for author: Leheng Zhang

Found 3 papers, 2 papers with code

Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary

1 code implementation16 Jan 2024 Leheng Zhang, Yawei Li, Xingyu Zhou, Xiaorui Zhao, Shuhang Gu

The introduced token dictionary could learn prior information from training data and adapt the learned prior to specific testing image through an adaptive refinement step.

Image Super-Resolution

Video Super-Resolution Transformer with Masked Inter&Intra-Frame Attention

1 code implementation12 Jan 2024 Xingyu Zhou, Leheng Zhang, Xiaorui Zhao, Keze Wang, Leida Li, Shuhang Gu

The core of MIA-VSR is leveraging feature-level temporal continuity between adjacent frames to reduce redundant computations and make more rational use of previously enhanced SR features.

Video Super-Resolution

VITAL: A Visual Interpretation on Text with Adversarial Learning for Image Labeling

no code implementations26 Jul 2019 Tao Hu, Chengjiang Long, Leheng Zhang, Chunxia Xiao

In this paper, we propose a novel way to interpret text information by extracting visual feature presentation from multiple high-resolution and photo-realistic synthetic images generated by Text-to-image Generative Adversarial Network (GAN) to improve the performance of image labeling.

Generative Adversarial Network

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