SiPS

Publications

2022

Pedro Ciambra, Mickaël Dardaillon, Maxime Pelcat, Hervé Yviquel
Co-optimizing Dataflow Graphs and Actors with MLIR. SiPS (2022)
Karol Desnos, Thomas Bourgoin, Mickaël Dardaillon, Nicolas Sourbier, Olivier Gesny, Maxime Pelcat
Ultra-Fast Machine Learning Inference through C Code Generation for Tangled Program Graphs. SiPS (2022)
Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan
Leveraging Structured Pruning of Convolutional Neural Networks. SiPS (2022)
Oksana Moryakova, Yinan Wang, Håkan Johansson
Reconfigurable FIR Lowpass Equalizers. SiPS (2022)
Duc H. Le, Panos P. Markopoulos
Robust Singular Values based on L1-norm PCA. SiPS (2022)
Ibrahim Taabane, Daniel Menard, Anass Mansouri, Ali Ahaitouf
A Fast CU Partition Algorithm for VVenC Encoder in Intra Configuration. SiPS (2022)
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. SiPS (2022)
Jeremy Guillaume, Maxime Pelcat, Amor Nafkha, Rubén Salvador
Virtual Triggering: a Technique to Segment Cryptographic Processes in Side-Channel Traces. SiPS (2022)
Sunil Bharitkar
Bayesian Optimization for Simultaneous Deconvolution of Room Impulse Responses. SiPS (2022)
Hoang M. H. Nguyen, Bart van Erp, Ismail Senöz, Bert de Vries
Efficient Model Evidence Computation in Tree-structured Factor Graphs. SiPS (2022)
Yok Jye Tang, Xinmiao Zhang
Efficient Reconfigurable Vandermonde Matrix Inverter for Erasure-Correcting Generalized Integrated Interleaved Decoding. SiPS (2022)
Jingtao Li, Jian Zhou, Yan Xiong, Xing Chen, Chaitali Chakrabarti
An Adjustable Farthest Point Sampling Method for Approximately-sorted Point Cloud Data. SiPS (2022)
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. SiPS (2022)
Florian Ferreira, Julien Bernard, Arnaud Sevin, Nicolas Doucet, Damien Gratadour
COSMIC: a real-time platform for signal processing pipelines. SiPS (2022)
Jannik Brun, Victoria M. T. Palhares, Gian Marti, Christoph Studer
Beam Alignment for the Cell-Free mmWave Massive MU-MIMO Uplink. SiPS (2022)
Marzieh Hashemipour-Nazari, Kees Goossens, Alexios Balatsoukas-Stimming
Multi-Factor Pruning for Recursive Projection-Aggregation Decoding of RM Codes. SiPS (2022)
IEEE Workshop on Signal Processing Systems, SiPS 2022, Rennes, France, November 2-4, 2022 SiPS (2022)
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. SiPS (2022)
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. SiPS (2022)
Seongmin Park, Wonyong Sung, Jungwook Choi
Regularizing Activation Distribution for Ultra Low-bit Quantization-Aware Training of MobileNets. SiPS (2022)
Van Thien Nguyen, William Guicquero, Gilles Sicard
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference. SiPS (2022)
Yassine Mhiri, Mohammed Nabil El Korso, Arnaud Breloy, Pascal Larzabal
A Robust EM Algorithm for Radio Interferometric Imaging in The Presence of Outliers. SiPS (2022)
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. SiPS (2022)
Lijuan Li, Hangxuan Cui, Yangcan Zhou, Zhongfeng Wang
A Modified BP Bit-Flipping Algorithm for Polar Codes. SiPS (2022)
Hamidreza Ghonchi, Saideh Ferdowsi, Vahid Abolghasemi
Common Spatial Pattern with Deep Learning for Fetal Heart Rate Monitoring. SiPS (2022)
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. SiPS (2022)
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. SiPS (2022)
Yanis Guimard, Ming Jiang, Zhenghao Zhu, Huanyuan Shan, Jalal Fadili, Jean-Luc Starck
Statistical and morphological component separation of foregrounds in convolved HI skymaps. SiPS (2022)
Junkyeong Choi, Hyucksung Kwon, Woongkyu Lee, Jieun Lim, Jungwook Choi
Understanding and Optimizing INT4 Convolution for Accelerated DNN Inference on Tensor Cores. SiPS (2022)
Yuan Meng, Hongjiang Men, Viktor K. Prasanna
Accelerator Design and Exploration for Deformable Convolution Networks. SiPS (2022)
Alp Sari, Tak Kaneko, Lense H. M. Swaenen, Wouter M. Kouw
Variational Bayes for Robust Radar Single Object Tracking. SiPS (2022)
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. SiPS (2022)
Naureen Mujtaba, Ishtiaq Rasool Khan, Nadeem Ahmad Khan, Muhammad Awais Bin Altaf
A Fast HDR Image TMO based on a Simplified Eye Sensitivity Model. SiPS (2022)

2021