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3D Point Cloud Compression with Recurrent Neural Network and Image Compression Methods2022 IEEE Intelligent Vehicles Symposium conference-paper Computer Science Advanced Data Compression Techniques Open access
Till Beemelmanns, Yuchen Tao, Bastian Lampe, Lennart Reiher, Raphael van Kempen, Timo Woopen, +1 more
11citations -
An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression2021 IEEE Journal on Selected Areas in Communications article Computer Science Wireless Signal Modulation Classification
Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Otsuki Ohtsuki, Octavia A. Dobre, H. Vincent Poor
300citations -
Increasing the prediction quality of artificial neural network–based optimisation approaches for the sheet moulding compound compression moulding process by means of targeted expansion of training data2024 The International Journal of Advanced Manufacturing Technology article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Christian Hopmann, Marie Hadenfeldt, Jonas Neuhaus, Dominik Foerges
3citations -
Parallel Golomb-Rice Decoder with 8-bit Unary Decoding for Weight Compression in TinyML Applications2023 Euromicro Conference on Digital System Design (DSD) conference-paper Computer Science Advanced Data Compression Techniques
Mounika Vaddeboina, Endri Kaja, Alper Yilmayer, Sebastian Siegfried Prebeck, Wolfgang Ecker
2citations -
Guest Editorial Introduction to the Special Section on the Joint Call for Proposals on Video Compression With Capability Beyond HEVC2020 IEEE Transactions on Circuits and Systems for Video Technology editorial Computer Science Video Coding and Compression Technologies Open access
Jill M. Boyce, Jianle Chen, Jens-Rainer Ohm, Gary J. Sullivan, Thomas Wiegand, Yan Ye
3citations -
Deep data compression for approximate ultrasonic image formation2020 Utrecht University Repository (Utrecht University) book Computer Science Advanced Data Compression Techniques Open access
Georgios Pilikos, Lars Hörchens, K.J. Batenburg, T. van Leeuwen, Felix Lucka, Mathematical Modeling, +1 more
9citations -
A Novel Intrusion Detection Method Based on Lightweight Neural Network for Internet of Things2021 IEEE Internet of Things Journal article Computer Science Network Security and Intrusion Detection
Ruijie Zhao, Guan Gui, Zhi Xue, Jie Yin, Tomoaki Otsuki Ohtsuki, Bamidele Adebisi, +1 more
225citations -
Stable Recovery of Entangled Weights: Towards Robust Identification of Deep Neural Networks from Minimal Samples2021 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access
Christian Fiedler, Massimo Fornasier, Timo Klock, Michael Rauchensteiner
0citations -
Structured Layerwise Pruning via Extended-Interval Activation- and Derivative-Based Significance Measures2025 International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP) conference-paper Computer Science Advanced Neural Network Applications
Mansoor Ahmad, Sher Afghan, Uwe Naumann, Ekkapot Charoenwanit
0citations