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Caglar Aytekin

LEURN: Learning Explainable Univariate Rules with Neural Networks

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Mar 27, 2023
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Neural Networks are Decision Trees

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Oct 11, 2022
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A Sub-band Approach to Deep Denoising Wavelet Networks and a Frequency-adaptive Loss for Perceptual Quality

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Feb 16, 2021
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A Compression Objective and a Cycle Loss for Neural Image Compression

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May 24, 2019
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Compressing Weight-updates for Image Artifacts Removal Neural Networks

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May 10, 2019
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Compressibility Loss for Neural Network Weights

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May 03, 2019
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Block-optimized Variable Bit Rate Neural Image Compression

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May 28, 2018
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Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels

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May 22, 2018
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Saliency-Enhanced Robust Visual Tracking

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Feb 08, 2018
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A Theoretical Investigation of Graph Degree as an Unsupervised Normality Measure

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Feb 05, 2018
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