@inproceedings{haas:hal-03287657, TITLE = {{Neural Network Compression Through Shunt Connections and Knowledge Distillation for Semantic Segmentation Problems}}, AUTHOR = {Haas, Bernhard and Wendt, Alexander and Jantsch, Axel and Wess, Matthias}, URL = {https://inria.hal.science/hal-03287657}, NOTE = {Part 9: Deep Learning}, BOOKTITLE = {{17th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI)}}, ADDRESS = {Hersonissos, Crete, Greece}, EDITOR = {Ilias Maglogiannis and John Macintyre and Lazaros Iliadis}, PUBLISHER = {{Springer International Publishing}}, SERIES = {Artificial Intelligence Applications and Innovations}, VOLUME = {AICT-627}, PAGES = {349-361}, YEAR = {2021}, MONTH = Jun, DOI = {10.1007/978-3-030-79150-6\_28}, KEYWORDS = {Shunt connections ; Knowledge distillation ; Optimization ; Latency ; Accuracy ; CIFAR ; Cityscapes ; DeepLab ; MobileNet ; Machine learning ; Embedded machine learning}, PDF = {https://inria.hal.science/hal-03287657/file/509922_1_En_28_Chapter.pdf}, HAL_ID = {hal-03287657}, HAL_VERSION = {v1}, }