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Update JULAIN Journal Club authored by Susanne Wenzel's avatar Susanne Wenzel
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...@@ -44,15 +44,13 @@ Code: https://github.com/TobyPDE/FRRN ...@@ -44,15 +44,13 @@ Code: https://github.com/TobyPDE/FRRN
* Deep High-Resolution Representation Learning for Visual Recognition, Wang et al.<br> * Deep High-Resolution Representation Learning for Visual Recognition, Wang et al.<br>
Paper: https://arxiv.org/abs/1908.07919<br> Paper: https://arxiv.org/abs/1908.07919<br>
Code: https://paperswithcode.com/paper/deep-high-resolution-representation-learning-2 Code: https://paperswithcode.com/paper/deep-high-resolution-representation-learning-2
* ~~17.12.2019 Christian Schiffer~~<br>
==> updated by 22.1.2020
* ~~17.12.2019 Christian Schiffer~~
* ~~Deep High-Resolution Representation Learning for Visual Recognition <br> * ~~Deep High-Resolution Representation Learning for Visual Recognition <br>
https://arxiv.org/abs/1908.07919, Code: https://paperswithcode.com/paper/deep-high-resolution-representation-learning-2)<br> https://arxiv.org/abs/1908.07919, Code: https://paperswithcode.com/paper/deep-high-resolution-representation-learning-2)<br>
Human Pose Estimation+Semantic Segmentation+Object detection; SOTA Cityscapes Val, #3 best model PASCAL Context~~ Human Pose Estimation+Semantic Segmentation+Object detection; SOTA Cityscapes Val, #3 best model PASCAL Context~~
* ~~Multi-Scale Dense Networks for Resource Efficient Image Classification<br> * ~~Multi-Scale Dense Networks for Resource Efficient Image Classification<br>
https://arxiv.org/abs/1703.09844)~~ https://arxiv.org/abs/1703.09844)~~
* ==> updated by 22.1.2020
* 17.12.2019 Hanno Scharr * 17.12.2019 Hanno Scharr
* A General and Adaptive Robust Loss Function<br> * A General and Adaptive Robust Loss Function<br>
Jonathan T. Barron, Google Research <br> http://openaccess.thecvf.com/content_CVPR_2019/papers/Barron_A_General_and_Adaptive_Robust_Loss_Function_CVPR_2019_paper.pdf<br> Jonathan T. Barron, Google Research <br> http://openaccess.thecvf.com/content_CVPR_2019/papers/Barron_A_General_and_Adaptive_Robust_Loss_Function_CVPR_2019_paper.pdf<br>
...@@ -63,12 +61,12 @@ A training schedule using filter pruning and orthogonal reinitialization ...@@ -63,12 +61,12 @@ A training schedule using filter pruning and orthogonal reinitialization
### Done ### Done
* 17.12.2019 Joshua Scheidt<br> * 17.12.2019 Joshua Scheidt
* <span style="color:green"> Multi-Context Recurrent Neural Networks for Time Series Applications <br> * Multi-Context Recurrent Neural Networks for Time Series Applications <br>
https://publications.waset.org/3524/pdf</span> https://publications.waset.org/3524/pdf
* <span style="color:green"> Global Sparse Momentum SGD for Pruning Very Deep Neural Networks <br> * Global Sparse Momentum SGD for Pruning Very Deep Neural Networks <br>
https://arxiv.org/pdf/1909.12778v3.pdf https://arxiv.org/pdf/1909.12778v3.pdf
* ==> Journal Club 20 January 2020</span> * ==> Journal Club 20 January 2020
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