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AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results

Andreas Lugmayr , Martin Danelljan , Radu Timofte , Manuel Fritsche , Shuhang Gu , Kuldeep Purohit , Praveen Kandula , Maitreya Suin , A N Rajagopalan , Nam Hyung Joon , Yu Seung Won , Guisik Kim , Dokyeong Kwon , Chih-Chung Hsu , Chia-Hsiang Lin , Yuanfei Huang , Xiaopeng Sun , Wen Lu , Jie Li , Xinbo Gao , Sefi Bell-Kligler

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Frequency Separation for Real-World Super-Resolution

Manuel Fritsche , Shuhang Gu , Radu Timofte

* winner of AIM 2019 Real World Super-Resolution challenge, paper published in ICCV 2019 Workshops 

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Efficient Smoothing of Dilated Convolutions for Image Segmentation

Thomas Ziegler , Manuel Fritsche , Lorenz Kuhn , Konstantin Donhauser

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Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning

Gino Brunner , Manuel Fritsche , Oliver Richter , Roger Wattenhofer

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