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XCAT -- Lightweight Quantized Single Image Super-Resolution using Heterogeneous Group Convolutions and Cross Concatenation


Aug 31, 2022
Mustafa Ayazoglu, Bahri Batuhan Bilecen

* ECCV 2022, AIM Workshop 

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AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results


Aug 25, 2022
Ren Yang, Radu Timofte, Xin Li, Qi Zhang, Lin Zhang, Fanglong Liu, Dongliang He, Fu li, He Zheng, Weihang Yuan, Pavel Ostyakov, Dmitry Vyal, Magauiya Zhussip, Xueyi Zou, Youliang Yan, Lei Li, Jingzhu Tang, Ming Chen, Shijie Zhao, Yu Zhu, Xiaoran Qin, Chenghua Li, Cong Leng, Jian Cheng, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, Dafeng Zhang, Feiyu Huang, Shizhuo Liu, Xiaobing Wang, Zhezhu Jin, Bingchen Li, Xin Li, Mingxi Li, Ding Liu, Wenbin Zou, Peijie Dong, Tian Ye, Yunchen Zhang, Ming Tan, Xin Niu, Mustafa Ayazoglu, Marcos Conde, Ui-Jin Choi, Zhuang Jia, Tianyu Xu, Yijian Zhang, Mao Ye, Dengyan Luo, Xiaofeng Pan, Liuhan Peng

* Camera-ready version 

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Efficient Multi-Purpose Cross-Attention Based Image Alignment Block for Edge Devices


Jun 01, 2022
Bahri Batuhan Bilecen, Alparslan Fisne, Mustafa Ayazoglu

* Accepted into Embedded Vision Workshop 2022 of CVPR 2022 

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IMDeception: Grouped Information Distilling Super-Resolution Network


Apr 25, 2022
Mustafa Ayazoglu

* Accepted for publication in NTIRE 2022 @ CVPR 2022 

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Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices


May 21, 2021
Mustafa Ayazoglu

* IEEE Computer Vision Pattern Recognition Workshops (Mobile AI 2021 Workshop) 

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Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2021 Challenge: Report


May 17, 2021
Andrey Ignatov, Radu Timofte, Maurizio Denna, Abdel Younes, Andrew Lek, Mustafa Ayazoglu, Jie Liu, Zongcai Du, Jiaming Guo, Xueyi Zhou, Hao Jia, Youliang Yan, Zexin Zhang, Yixin Chen, Yunbo Peng, Yue Lin, Xindong Zhang, Hui Zeng, Kun Zeng, Peirong Li, Zhihuang Liu, Shiqi Xue, Shengpeng Wang

* Mobile AI 2021 Workshop and Challenges: https://ai-benchmark.com/workshops/mai/2021/ 

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