Thomas Wiatowski

16 papers A* 1B 3Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2018	J	`jnl`	A Mathematical Theory of Deep Convolutional Neural Networks for Feature Extraction. IEEE Trans. Inf. Theory Thomas Wiatowski, Helmut Bölcskei
2018	J	`jnl`	Energy Propagation in Deep Convolutional Neural Networks. IEEE Trans. Inf. Theory Thomas Wiatowski, Philipp Grohs, Helmut Bölcskei
2018	—	`—`	Harmonic analysis of deep convolutional neural networks. Thomas Wiatowski
2017	—	`conf`	Deep structured features for semantic segmentation. EUSIPCO Michael Tschannen, Lukas Cavigelli, Fabian Mentzer, Thomas Wiatowski, Luca Benini
2017	J	`jnl`	Energy Propagation in Deep Convolutional Neural Networks. CoRR Thomas Wiatowski, Philipp Grohs, Helmut Bölcskei
2017	B	`conf`	Energy decay and conservation in deep convolutional neural networks. ISIT Philipp Grohs, Thomas Wiatowski, Helmut Bölcskei
2017	J	`jnl`	Topology Reduction in Deep Convolutional Feature Extraction Networks. CoRR Thomas Wiatowski, Philipp Grohs, Helmut Bölcskei
2016	J	`jnl`	Deep Convolutional Neural Networks on Cartoon Functions. CoRR Philipp Grohs, Thomas Wiatowski, Helmut Bölcskei
2016	J	`jnl`	Deep Structured Features for Semantic Segmentation. CoRR Michael Tschannen, Lukas Cavigelli, Fabian Mentzer, Thomas Wiatowski, Luca Benini
2016	B	`conf`	Deep convolutional neural networks on cartoon functions. ISIT Philipp Grohs, Thomas Wiatowski, Helmut Bölcskei
2016	A*	`conf`	Discrete Deep Feature Extraction: A Theory and New Architectures. ICML Thomas Wiatowski, Michael Tschannen, Aleksandar Stanic, Philipp Grohs, Helmut Bölcskei
2016	J	`jnl`	Discrete Deep Feature Extraction: A Theory and New Architectures. CoRR Thomas Wiatowski, Michael Tschannen, Aleksandar Stanic, Philipp Grohs, Helmut Bölcskei
2016	—	`conf`	Heart Sound Classification Using Deep Structured Features. CinC Michael Tschannen, Thomas Kramer, Gian Marti, Matthias Heinzmann, Thomas Wiatowski
2015	J	`jnl`	A Mathematical Theory of Deep Convolutional Neural Networks for Feature Extraction. CoRR Thomas Wiatowski, Helmut Bölcskei
2015	J	`jnl`	Deep Convolutional Neural Networks Based on Semi-Discrete Frames. CoRR Thomas Wiatowski, Helmut Bölcskei
2015	B	`conf`	Deep convolutional neural networks based on semi-discrete frames. ISIT Thomas Wiatowski, Helmut Bölcskei