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cs.CV2024★ 2 cited
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions
Zhijun Tu, Kunpeng Du, Hanting Chen +4
Recent advances have demonstrated the powerful capability of transformer architecture in image restoration. However, our analysis indicates that existing transformerbased methods c…
cs.CV2023★ 1 cited
IFT: Image Fusion Transformer for Ghost-free High Dynamic Range Imaging
Hailing Wang, Wei Li, Yuanyuan Xi +4
Multi-frame high dynamic range (HDR) imaging aims to reconstruct ghost-free images with photo-realistic details from content-complementary but spatially misaligned low dynamic rang…
cs.CV2023
Data Upcycling Knowledge Distillation for Image Super-Resolution
Yun Zhang, Wei Li, Simiao Li +6
Knowledge distillation (KD) compresses deep neural networks by transferring task-related knowledge from cumbersome pre-trained teacher models to compact student models. However, cu…