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IEEE SiPS 2022 Program

Time Program
Nov 2nd
8.30 - 9 Welcoming Coffee.
9 - 9.30 Opening Session.
9.30 - 10.10
Space & Astronomy Keynote - Shan Mignot, Université Côte d’Azur, CNRS, OCA, Laboratoire Lagrange (Chair: O. Smirnov)
10.10 - 10.40 Coffee Break & Networking.
10.40 - 12
Session on signal processing systems for space and astronomy applications (Chair: N. Gac)
871 - Florian Ferreira, Julien Bernard, Arnaud Sevin, Nicolas Doucet and Damien Gratadour COSMIC: a real-time platform for signal processing pipelines
3853 - Yanis Guimard, Ming Jiang, Zhenghao Zhu, Huanyuan Shan, Jalal Fadili and Jean-Luc Starck Statistical and morphological component separation of foregrounds in convolved HI skymaps
6673 - Nicolas Monnier, David Guibert, Cyril Tasse, Nicolas Gac, François Orieux, Erwan Raffin, Oleg Smirnov and Benjamin Hugo Multi-core multi-node parallelization of the radio interferometric imaging pipeline DDFacet
8257 - Yassine Mhiri, Mohammed-Nabil El Korso, Arnaud Breloy and Pascal Larzabal A Robust EM Algorithm for Radio-interferometric Imaging in The Presence of Outliers
12 - 13.30 Invited Lunch.
13.30 - 15.30
Cybersecurity & Telecommunication Systems Session (Chair: A. Balatsoukas Stimming)
4400 - Lijuan Li, Hangxuan Cui, Yangcan Zhou and Zhongfeng Wang A Modified BP Bit-Flipping Algorithm for Polar Codes
7324 - Jannik Brun, Victoria Palhares, Gian Marti and Christoph Studer Beam Alignment for the Cell-Free mmWave Massive MU-MIMO Uplink
5690 - Yok Jye Tang and Xinmiao Zhang Efficient Reconfigurable Vandermonde Matrix Inverter for Erasure-Correcting Generalized Integrated Interleaved Decoding
5875 - Marzieh Hashemipour-Nazari, Kees Goossens and Alexios Balatsoukas-Stimming Multi-Factor Pruning for Recursive Projection-Aggregation Decoding of RM Codes
4953 - Jeremy Guillaume, Maxime Pelcat, Amor Nafkha and Ruben Salvador Virtual Triggering: a Technique to Segment Cryptographic Processes in Side Channel Traces
9237 - Jongchan Woo, Muhammad Khan, Mohamed Ibrahim, Ruonan Han, Anantha Chandrakasan and Rabia Yazicigil Physical-Layer Security for THz Communications via Orbital Angular Momentum Waves
15.30 - 16 Coffee Break & Networking.
16 - 17.40
Machine learning compression and quantization methods (Chair: J. Choi)
3309 - Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, Thomas Hannagan and David Bertrand Leveraging Structured Pruning of Convolutional Neural Networks
3162 - Junkyeong Choi, Hyucksung Kwon, Woongkyu Lee, Jieun Lim and Jungwook Choi Understanding and Optimizing INT4 Convolution for Accelerated DNN Inference on Tensor Cores
4827 - Yu Shan Tai, Cheng Yang Chang, Chieh Fang Teng and An Yeu Wu Learnable Mixed-precision and Dimension Reduction Co-design for Low-storage Activation
5777 - Seongmin Park, Wonyong Sung and Jungwook Choi Regularizing Activation Distribution for Ultra Low-bit Quantization-Aware Training of MobileNets
7043 - Van Thien Nguyen, William Guicquero and Gilles Sicard BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference
19 - 21
Demo Night - Dinner Included
Time Program
Nov 3rd
8 - 8.30 Welcoming Coffee.
8.30 - 9.10
Resilient and Collaborative IoT Systems Optimization for Federated ML Approaches - Keynote - David Atienza, EPFL (Chair: M. Pelcat )
9.10 - 10.10
Speech Processing (Chair: J.F. Nezan)
4205 - Zhenyu Wang, Yi Zhou, Hongqing Liu, Lu Gan, Xinyu Tang and Rilin Chen DE–DPCTNET: DEEP ENCODER DUAL-PATH CONVOLUTIONAL TRANSFORMER NETWORK FOR MULTI-CHANNEL SPEECH SEPARATION
9349 - Mohamed Abdelgawad, Seyyed Hasan Mozafari, James Clark, Brett Meyer and Warren Gross BERTPerf: Inference Latency Predictor for BERT on ARM big.LITTLE Multi-Core Processors
Hung-Yang Chang, Seyyed Hasan Mozafari, Cheng Chen , Brett H. Meyer, Warren Gross, PipeBERT: High-throughput BERT Inference for ARM Big.LITTLE Multi-core Processors
10.10 - 10.40 Coffee Break & Networking.
10.40 - 12.00
Image Processing (Chair: K. Desnos)
745 - Naureen Mujtaba, Ishtiaq Rasool Khan, Nadeem Ahmad Khan and Muhammad Awais Bin Altaf A Fast HDR Image TMO based on a Simplified Eye Sensitivity Model
2244 - Jingtao Li, Jian Zhou, Yan Xiong, Xing Chen and Chaitali Chakrabarti An Adjustable Farthest Point Sampling Method for Approximately-sorted Point Cloud Data
3861 - Ibrahim Taabane, Daniel Menard, Anas Mansouri and Ali Ahaitouf A Fast CU Partition Algorithm for VVenC Encoder in Intra Configuration
Naouel Haggui, Wassim Hamidouche, Fatma Belghith,Nouri Masmoudi, Jean-François Nezan OpenVVC decoder Parameterized and Interfaced Synchronous Dataflow (PiSDF) model : Tile based parallelism
12.00 - 13.00 Invited Lunch.
13 - 19
Mont St Michel
20.30 - ?
Social Dinner
Time Program
Nov 4th
8.30 - 8.50 Welcoming Coffee.
8.50 - 9.30
Systems Sustainability - Keynote - Dr. Anne Cécile Orgerie, research scientist, IRISA, CNRS (Chair: D. Menard)
9.30 - 10 Coffee Break & Networking.
10 - 12
Signal Processing Systems (Chair: J. McAllister)
9299 - Pedro Ciambra, Mickaël Dardaillon, Maxime Pelcat and Hervé Yviquel Co-optimizing Dataflow Graphs and Actors with MLIR
7123 - Sunil Bharitkar Bayesian Optimization for Simultaneous Deconvolution of Room Impulse Responses
7532 - Duc Le and Panos Markopoulos Robust Singular Values based on L1-norm PCA
8345 - Alp Sarı, Tak Kaneko, Lense Swaenen and Wouter M. Kouw Variational Bayes for Robust Radar Single Object Tracking
9786 - Oksana Moryakova, Yinan Wang and Håkan Johansson Reconfigurable FIR Lowpass Equalizers
1223 - Hoang M. H. Nguyen, Bart van Erp, Ismail Senoz and Bert de Vries Efficient Model Evidence Computation in Tree-structured Factor Graphs
12 - 13.30 Invited Lunch.
13.30 - 15.30
Machine learning acceleration (Chair: M. Pelcat)
2657 - Shan Li, Shan Cao, Lanqing Hui, Zhiyuan Jiang, Yanzan Sun and Shugong Xu A Computational-Efficient Deformable Convolution Network Accelerator via Hardware and Algorithm Co-Optimization
5977 - Yuan Meng, Hongjiang Men and Viktor Prasanna Accelerator Design for Deformable Convolution Networks
2681 - Logan Saint-Germain, Christophe Jego, Bertrand Le Gal, Jeremie Crenne, Fabien Baldacci and Sébastien Loty Methodology to adapt Neural Network on Constrained Device at Topology level
5130 - Karol Desnos, Thomas Bourgoin, Nicolas Sourbier, Mickaël Dardaillon, Olivier Gesny and Maxime Pelcat Ultra-Fast Machine Learning Inference through C Code Generation for Tangled Program Graphs
1344 - Ke-Han Li, Chih-Fan Hsu, Yu-Sheng Lin, Shao-Yi Chien and Wei-Chao Chen Configuration through Optimization for In-Memory Computing Hardware and Simulators
6194 - Hamidreza Ghonchi, Saideh Ferdowsi and Vahid Abolghasemi Common Spatial Patterns with Deep Learning for Fetal Heart Rate Monitoring
15.30 - 15.45 Closing Session
15.45 - 17 Coffee Break & Farewell.