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SiPS 2022: Rennes, France
- IEEE Workshop on Signal Processing Systems, SiPS 2022, Rennes, France, November 2-4, 2022. IEEE 2022, ISBN 978-1-6654-8524-1
- M. Abdelgawad, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross:
BERTPerf: Inference Latency Predictor for BERT on ARM big.LITTLE Multi-Core Processors. 1-6 - Yuan Meng
, Hongjiang Men, Viktor K. Prasanna:
Accelerator Design and Exploration for Deformable Convolution Networks. 1-6 - Alp Sari, Tak Kaneko, Lense H. M. Swaenen, Wouter M. Kouw
Variational Bayes for Robust Radar Single Object Tracking. 1-6 - Van Thien Nguyen
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference. 1-6 - Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, An-Yeu Andy Wu:
Learnable Mixed-precision and Dimension Reduction Co-design for Low-storage Activation. 1-6 - Ke-Han Li, Chih-Fan Hsu, Yu-Sheng Lin, Shao-Yi Chien, Wei-Chao Chen:
Configuration through Optimization for In-Memory Computing Hardware and Simulators. 1-6 - Marzieh Hashemipour-Nazari, Kees Goossens, Alexios Balatsoukas-Stimming:
Multi-Factor Pruning for Recursive Projection-Aggregation Decoding of RM Codes. 1-6 - Lijuan Li
A Modified BP Bit-Flipping Algorithm for Polar Codes. 1-6 - Pedro Ciambra, Mickaël Dardaillon, Maxime Pelcat, Hervé Yviquel:
Co-optimizing Dataflow Graphs and Actors with MLIR. 1-6 - Oksana Moryakova
Reconfigurable FIR Lowpass Equalizers. 1-6 - Duc H. Le, Panos P. Markopoulos:
Robust Singular Values based on L1-norm PCA. 1-6 - Naureen Mujtaba, Ishtiaq Rasool Khan
A Fast HDR Image TMO based on a Simplified Eye Sensitivity Model. 1-6 - Karol Desnos, Thomas Bourgoin, Mickaël Dardaillon, Nicolas Sourbier, Olivier Gesny
Ultra-Fast Machine Learning Inference through C Code Generation for Tangled Program Graphs. 1-6 - Jeremy Guillaume
Virtual Triggering: a Technique to Segment Cryptographic Processes in Side-Channel Traces. 1-6 - Nicolas Monnier, David Guibert, Cyril Tasse, Nicolas Gac, François Orieux, Erwan Raffin, Oleg M. Smirnov, Benjamin V. Hugo:
Multi-core multi-node parallelization of the radio interferometric imaging pipeline DDFacet. 1-6 - Seongmin Park, Wonyong Sung, Jungwook Choi:
Regularizing Activation Distribution for Ultra Low-bit Quantization-Aware Training of MobileNets. 1-6 - Yok Jye Tang, Xinmiao Zhang:
Efficient Reconfigurable Vandermonde Matrix Inverter for Erasure-Correcting Generalized Integrated Interleaved Decoding. 1-6 - Shan Li, Shan Cao, Lanqing Hui, Zhiyuan Jiang, Yanzan Sun, Shugong Xu:
A Computational-Efficient Deformable Convolution Network Accelerator via Hardware and Algorithm Co-Optimization. 1-6 - Junkyeong Choi, Hyucksung Kwon, Woongkyu Lee, Jieun Lim, Jungwook Choi:
Understanding and Optimizing INT4 Convolution for Accelerated DNN Inference on Tensor Cores. 1-6 - Logan Saint-Germain, Bertrand Le Gal, Fabien Baldacci, Jérémie Crenne, Christophe Jégo, Sebastien Loty:
Methodology to Adapt Neural Network on Constrained Device at Topology level. 1-6 - Jingtao Li, Jian Zhou, Yan Xiong, Xing Chen, Chaitali Chakrabarti:
An Adjustable Farthest Point Sampling Method for Approximately-sorted Point Cloud Data. 1-6 - Zhenyu Wang, Yi Zhou, Lu Gan, Rilin Chen, Xinyu Tang, Hongqing Liu:
DE-DPCTnet: Deep Encoder Dual-path Convolutional Transformer Network for Multi-channel Speech Separation. 1-5 - Jongchan Woo, Muhammad Ibrahim Wasiq Khan, Mohamed I. Ibrahim, Ruonan Han, Anantha P. Chandrakasan, Rabia Tugce Yazicigil:
Physical-Layer Security for THz Communications via Orbital Angular Momentum Waves. 1-6 - Hoang M. H. Nguyen, Bart van Erp
Efficient Model Evidence Computation in Tree-structured Factor Graphs. 1-6 - Florian Ferreira
COSMIC: a real-time platform for signal processing pipelines. 1-6 - Ibrahim Taabane
A Fast CU Partition Algorithm for VVenC Encoder in Intra Configuration. 1-6 - Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan:
Leveraging Structured Pruning of Convolutional Neural Networks. 1-6 - Yassine Mhiri, Mohammed Nabil El Korso, Arnaud Breloy, Pascal Larzabal:
A Robust EM Algorithm for Radio Interferometric Imaging in The Presence of Outliers. 1-5 - Yanis Guimard, Ming Jiang, Zhenghao Zhu, Huanyuan Shan, Jalal Fadili, Jean-Luc Starck:
Statistical and morphological component separation of foregrounds in convolved HI skymaps. 1-6 - Hamidreza Ghonchi, Saideh Ferdowsi, Vahid Abolghasemi:
Common Spatial Pattern with Deep Learning for Fetal Heart Rate Monitoring. 1-6 - Sunil Bharitkar:
Bayesian Optimization for Simultaneous Deconvolution of Room Impulse Responses. 1-6 - Jannik Brun, Victoria M. T. Palhares, Gian Marti, Christoph Studer:
Beam Alignment for the Cell-Free mmWave Massive MU-MIMO Uplink. 1-6
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