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Recent ETRO Conference Publications

These are ETRO's conference publications for the last three years. A non time-limited list can be found here.

Click here for this list in IEEE format.

2020

“Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics”, in European Conference on Machine Learning 2019

“Fleet Control using Coregionalized Gaussian Process Policy Iteration”, in the 24th European Conference on Artificial Intelligence (ECAI 2020)

“Thompson Sampling for Factored Multi-Agent Bandits”, in Autonomous Agents and Multi-Agent Systems

“Opponent Modelling for Reinforcement Learning in Multi-Objective Normal Form Games: Extended Abstract”, in Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems, AAMAS 2020

“Toll-Based Learning for Minimising Congestion under Heterogeneous Preferences”, in Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems, AAMAS 2020

“Graph Auto-encoder For Graph Signal Denoising”, in 2020 IEEE International Conference on Acoustics, Speech and Signal Processing

“Bayesian Anytime m-top Exploration”, in ICTAI

“A 12mW 10GHz FMCW PLL Based on an Integrating DAC with 90kHz rms Frequency Error for 23MHz/Ás Slope and 1.2GHz Chirp Bandwidth”, in 2020 International Solid-State Circuits Conference

“Hologram compression in quantitative phase imaging”, in Proc. SPIE 11249

“Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification”, in SPIE Medical Imaging 2020

“Evaluating several ways to combine handcrafted features-based system with a deep learning system using the LUNA16 Challenge framework”, in SPIE Medical Imaging 2020

“Automated threshold selection on whole-body 18F-FDG PET/CT for assessing tumor metabolic response”, in SPIE Medical Imaging 2020

“Thompson Sampling for Factored Multi-Agent Bandits: Extended Abstract”, in The 19th International Conference on Autonomous Agents and Multi-Agent Systems

“Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey: JAAMAS Track”, in The 19th International Conference on Autonomous Agents and Multi-Agent Systems 2020

“Contrast flow velocity quantification from time-resolved CT angiography: a phantom study”, in SPIE Medical Imaging 2020

“Multi-Agent Reinforcement Learning Tool for Job Shop Scheduling Problems”, in The International Conference in Optimization and Learning

“Opponent Modelling using Policy Reconstruction for Multi-Objective Normal Form Games”, in Proceedings of the Adaptive and Learning Agents Workshop 2020 (ALA2020) at AAMAS

“A 3D Convolutional Neural Network for Light Field Depth Estimation”, in 2019 International Conference on 3D Immersion (IC3D)

“Neural Architecture Search under black-box objectives with deep reinforcement learning and increasingly-sparse rewards”, in International Conference on Artificial Intelligence in Information and Communication

“Deep reinforcement learning for large-scale epidemic control”, in Proceedings of the Adaptive and Learning Agents Workshop 2020 (ALA2020) at AAMAS

“Compact time-resolved fluorescence spectrometer”, in SPIE Photonics Europe, 2020

“AUGMENTED REALITY ASSISTED NEUROSURGICAL DRAIN PLACEMENT (ARANED): TECHNICAL NOTE”

“A 28GHz Two-Way Current Combining Stacked-FET Power Amplifier in 22nm FD-SOI”, in 2020 IEEE Custom Integrated Circuits Conference (CICC)

“A 10.56Gbit/s, -27.8dB EVM Polar Transmitter at 60GHz in 28nm CMOS”, in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC)

“An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling”, in IEEE World Congress on Computational Intelligence (WCCI) 2020

“Accelerating phase-added stereogram calculations by coefficient grouping for digital holography”, in SPIE Photonics Europe, 2020

“Hologram calculation in sparse Fourier bases using fixed-point operations, and its circuit architecture”, in SPIE Photonics Europe, 2020

“A Study of Deep-Learning-based Prediction Methods for Lossless Coding”, in 28th European Signal Processing Conference

“A Study of Prediction Methods based on Machine Learning Techniques for Lossless Image Coding”, in IEEE International Conference on Image Processing

2019

“GuardiaML: Machine Learning-Assisted Dynamic Information Flow Control”, in 26th IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2019)

“Matrix Completion with Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference”, in 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing

“A novel 350 nm CMOS optical receiver based on a current-assisted photodiode detector”, in SPIE Photonics West 2019

“The Pipeline Performance Model: A Generic Executable Performance Model for GPUs”, in PDP 2019

“Heterogeneous Cloud Computing: Design Methodology to Combine Hardware Accelerators”, in 4th international conference on cloud computing technologies and applications

“Deep Learning Based Angular Intra-Prediction for Lossless HEVC Video Coding”, in 2019 Data Compression Conference

“A Budged-Balanced Tolling Scheme for Efficient Equilibria under Heterogeneous Preferences”, in Proceedings of the Adaptive and Learning Agents Workshop 2019 (ALA-19) at AAMAS

“Equilibria in Multi-Objective Games: a Utility-Based Perspective”, in Proceedings of the Adaptive and Learning Agents Workshop 2019 (ALA-19) at AAMAS

“Fine-grained control of electric vehicle charging with policy gradient”, in Proceedings of the Adaptive and Learning Agents Workshop 2019 (ALA-19)

“Probabilistic Performance Modelling when using Partial Reconfiguration to Accelerate Streaming Applications with Non-Deterministic Task Scheduling”, in International Symposium on Applied Reconfigurable Computing

“Pareto-DQN: Approximating the Pareto front in complex multi-objective decision problems”, in Proceedings of the Adaptive and Learning Agents Workshop 2019 (ALA-19) at AAMAS

“Fake news detection using deep Markov random fields”, in Annual Conference of the North American Chapter of the Association for Computational Linguistics

“Rumour detection via news propagation dynamics and user representation learning”, in IEEE Data Science Workshop

“Deep hybrid approach for 3D plane segmentation”, in European Symposium on Artificial Neural Networks 2019

“Learned multimodal convolutional sparse coding for guided image super-resolution”, in IEEE International Conference on Image Processing (ICIP) 2019

“Designing recurrent neural networks by unfolding an L1-L1 minimization algorithm”, in IEEE International Conference on Image Processing

“A proof-of-concept fluorescence lifetime camera based on a novel gated image sensor for fluorescence-guided surgery”, in SPIE Photonics West 2019

“Multimodal image super-resolution via deep unfolding with side Information”, in European Signal Processing Conference (EUSIPCO) 2019

“Cloud-Based Acoustic Beamforming Emulator for FPGA-Based Sound Source Localization”, in 4th international conference on cloud computing technologies and applications

“Systematic Design of On-Chip Matching Networks for D-band Circuits”, in 2019 17th IEEE International New Circuits and Systems Conference (NEWCAS)

“Regulation and role of actin dynamics in promoting premalignant cell migration”, in AACR 2019 Anual Meeting

“Exact Compensation of Rotational Motion for Holographic Video Compression”, in Digital Holography and Three-Dimensional Imaging 2019

“Speckle Denoising of Computer-Generated Macroscopic Holograms”, in Digital Holography and Three-Dimensional Imaging 2019

“Wave Atoms for Lossy Compression of Digital Holograms”, in Data Compression Conference (DCC 2019)

“Distilling Deep Reinforcement Learning Policies in Soft Decision Trees”, in Proceedings of the IJCAI 2019 Workshop on Explainable Artificial Intelligence

“Edge computing for advanced vibration signal processing”, in Conference on Vibration, Shocks and Noise

“Integer Fresnel Transform for Lossless Hologram Compression”, in Data Compression Conference (DCC 2019)

“Visual Quality Analysis of Judder Effect on Head Mounted Displays”, in 27th European Signal Processing Conference

“JPEG Pleno light field coding technologies”, in SPIE Optics + Photonics 2019, Applications of Digital Image Processing XLII

“Automatic extrinsic calibration of camera networks based on pedestrians”, in International Conference on Distributed Smart Cameras

“BRUBIKE: A dataset of bicycle traffic and weather conditions for predicting cycling flow”, in IEEE International Smart Cities Conference

“Visualization of real-time heterogeneous smart city data using virtual reality”, in IEEE International Smart Cities Conference

“Performance analysis of JPEG Pleno light field coding”, in SPIE Optics + Photonics 2019, Applications of Digital Image Processing XLII

“An exploratory study towards objective quality evaluation of digital hologram coding tools”, in SPIE Optics + Photonics 2019, Applications of Digital Image Processing XLII

“Deep-learning-assisted hologram calculation via low-sampling holograms”, in 8th International Congress on Advanced Applied Informatics

“Demonstration of a Multimode SoC FPGA-based Acoustic Camera”, in 29th International Conference on Field-Programmable Logic and Applications (FPL)

“Design of A D-band Transformer-Based Neutralized Class-AB Power Ampli?er in Silicon Technologies”, in 2019 17th IEEE International New Circuits and Systems Conference (NEWCAS)

“Deep Multi-Agent Reinforcement Learning in a Homogeneous Open Population”, in 30th Benelux Conference on Artificial Intelligence - BNAIC 2018

“Context-based analysis of urban air quality using an opportunistic mobile sensor network”, in EAI International Conference on Sensor Systems and Software - S-CUBE 2019

“A Virtual Maze Game to Explain Reinforcement Learning”, in 31st Benelux Conference on Artificial Intelligence

“A Multi-objective Reinforcement Learning Algorithm for JSSP”, in International Conference on Artificial Neural Networks

“Training a Speech-to-Text Model for Dutch on the Corpus Gesproken Nederlands”, in 31st Benelux Conference on Artificial Intelligence

“Paired supervised learning and unsupervised pretraining of CNN-architecture for violence detection in videos”, in BNAIC 2019

“Frame-wise CNN-based View Synthesis for Light field Camera Arrays”, in International Conference on 3D Immersion

“Integration of oneM2M in Inter-IoT’s platform of platforms”, in 25th IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN)

“A 22.5-27.7-GHz Fast-Lock Bang-Bang Digital PLL in 28-nm CMOS for Millimeter-Wave Communication with 220-fs RMS Jitter”, in 45th IEEE European Solid State Circuits Conference, ESSCIRC 2019

“End-to-end Anomaly Detection, Correction and Prediction of Missing Values in Historical Daily Temperature Timeseries”, in Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn2019)

“A 112-142GHz Power Amplifier with Regenerative Reactive Feedback achieving 17dBm peak Psat at 13% PAE”, in ESSCIRC 2019 - IEEE 45th European Solid State Circuits Conference

“Design of a 28 GHz differential GaAs power amplifier with capacitive neutralization for 5G mmwave applications”, in 17th IEEE International New Circuits and Systems Conference, NEWCAS 2019

“Device-, Circuit-Block-level evaluation of CFET in a 4 track library”, in 39th Symposium on VLSI Technology, VLSI Technology 2019

“Buried metal line compatible with 3D sequential integration for top tier planar devices dynamic Vth tuning and RF shielding applications”, in 39th Symposium on VLSI Technology, VLSI Technology 2019

“Key challenges and opportunities for 3D sequential integration”, in 2018 IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference, S3S 2018

“First Demonstration of 3D stacked Finfets at a 45nm fin pitch and 110nm gate pitch technology on 300mm wafers”, in 64th Annual IEEE International Electron Devices Meeting, IEDM 2018

“Towards a phylogenetic measure to quantify HIV incidence”, in BNAIC 2019

“Transfer Reinforcement Learning across Environment Dynamics with Multiple Advisors”, in BNAIC 2019

“A 5ps resolution, 8.6ns delay range digital delay line using combinatorial redundancy”, in 15th Conference on PhD Research in Microelectronics and Electronics

“Dynamic CT for musculoskeletal applications: evaluating accuracy of the image registration step”, in Book of abstracts International Society of Biomechanics

“DuStt – a Speech-to-Text Engine for Dutch: Demo Abstract”, in 31st Benelux Conference on Artificial Intelligence

“Failure Avoidance for Wind Turbines through Fleetwide Control”, in The 31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning

“Privacy preserving reinforcement learning over distributed datasets”, in 31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning, BNAIC/BENELEARN 2019

2018

“Compressing Macroscopic Near-field Digital Holograms With Wave Atoms”, in OSA Digital Holography and Three-Dimensional Imaging

“Ultrasound Signal Reconstruction from Sparse Samples Using a Low-Rank and Joint-Sparse Model”, in 2018 IEEE International Ultrasonics Symposium

“Cnn-based Denoising of Time-Of-Flight Depth Images”, in 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings

“A fast Water Droplet Sound Simulation”, in International Conference on 3D immersion

“Ultrasound Signal Reconstruction from Sparse Samples Using a Low-Rank and Joint-Sparse Model”, in 2018 IEEE International Ultrasonics Symposium

“A reinforcement learning approach for the report scheduling process under multiple constraints”, in 6th International Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR 2018

“A solution for the team selection problem using aco”, in 11th International Conference on Swarm Intelligence, ANTS 2018

“Learning with options that terminate off-policy”, in 32nd AAAI Conference on Artificial Intelligence, AAAI 2018

“IPC-Net: 3D point-cloud segmentation using deep inter-point convolutional layers”, in International Conference on Tools with Artificial Intelligence

“Towards a CAD System for Breast Cancer Based on Individual Microcalcifications?”, in 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services

“Horizontal Integration of CoAP and MQTT on Internet Protocol - based LoRaMotes”, in IEEE International Symposium on Personal, Indoor and Mobile Radio Communications

“DTLS Integration in oneM2M based on Zolertia RE-motes”, in 4th International Conference on Cloud Computing Technologies and Applications

“Analysis and assessment of LoRaWAN”, in 2nd International Conference on Recent Advances in Signal Processing, Telecommunications and Computing

“Fleet-wide condition monitoring combining vibration signal processing and machine learning rolled out in a cloudcomputing environment”, in ISMA 2018

“Semiconductor Technologies for next Generation Mobile Communications”, in 14th IEEE International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2018

“Scaling CMOS beyond Si FinFET: An analog/RF perspective”, in 48th European Solid-State Device Research Conference, ESSDERC 2018

“An in-depth study of high-performing strained germanium nanowires pFETs”, in 38th IEEE Symposium on VLSI Technology, VLSI Technology 2018

“A 5.5 GHz Background-Calibrated Subsampling Polar Transmitter with -41.3 DB EVM at 1024 OAM in 28NM CMOS”, in 2018 Symposia on VLSI Technology and Circuits

“Deep learning sparse ternary projections for compressed sensing of images”, in IEEE Global Conference on Signal and Information Processing

“Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets”, in Thirty-Second AAAI Conference on Artificial Intelligence (AAAI 2018)

“Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making”, in 17th International Conference on Autonomous Agents and Multiagent Systems: AAMAS 2018

“Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees”, in Thirty-Second AAAI Conference on Artificial Intelligence (AAAI 2018)

“Pairing free and implicit certificate based signcryption scheme with proxy re-encryption for secure cloud data storage”, in 3rd International Conference of Cloud Computing Technologies and Applications

“Exploring Side Information for DVB-t-based Passive Radars”, in URSI Benelux Forum 2018

“Online Sequential Compressed Sensing with Weighted Multiple Side Information for Through the Wall Imaging”, in URSI Benelux Forum 2018

“Extendable Neural Matrix Completion”, in IEEE International Conference on Acoustics, Speech and Signal Processing

“Twitter User Geolocation using Deep Multiview Learning”, in IEEE International Conference on Acoustics, Speech and Signal Processing

“A Low-Power FPGA-Based Architecture for Microphone Arrays in Wireless Sensor Networks”, in International Symposium on Applied Reconfigurable Computing

“Information processing challenges of full parallax light field displays”, in SPIE Photonics Europe 2018

“A Just Noticeable Difference Subjective Test for High Dynamic Range Images”, in 2018 Tenth International Conference on Quality of Multimedia Experience (QoMEX)

“Image Reconstruction with Smoothed Mixtures of Regressions”, in 2018 IEEE International Conference on Image Processing (ICIP)

“Multi-stereo Matching for Light Field Camera Arrays”, in 26th European Signal Processing Conference

“Depth Estimation in Light Field Camera Arrays Based on Multi-Stereo Matching and Belief Propagation”, in 3DTV-Con

“Power aware FinFET and lateral nanosheet FET targeting for 3nm CMOS technology”, in 63rd IEEE International Electron Devices Meeting, IEDM 2017

“The impact of sequential-3D integration on semiconductor scaling roadmap”, in 63rd IEEE International Electron Devices Meeting, IEDM 2017

“Occlusion culling techniques for layer-based computer-generated holography”, in OSA Digital Holography and Three-Dimensional Imaging

“Performance Evaluation of Sparseness Significance Ranking Measure (SSRM) on Holographic Content”, in OSA Digital Holography and Three-Dimensional Imaging

“The combined use of millimetre wave imaging and acoustic emission for the damage investigation of glass fibre reinforced polymer composites”, in 12th European Conference on Non-Destructive Testing

“Water diffusion mapping in organic coatings on metal substrates: A quasi-optical mm-wave technique Vs. Odd Random Phase Electrochemical Impedance Spectroscopy”, in EUROCORR

“Localizing defect by means of Transient Radar Method(TRM) in 3D scanners 8th International Workshop on THz Technology and Applications”, in Transient Radar Method(TRM): Novel Illumination and Blind Electromagnetic/Geometrical Parameter Extraction Technique for Multilayer Structures

“Configuring the Parameters of Artificial Neural Networks using NeuroEvolution and Automatic Algorithm Configuration”, in The Genetic and Evolutionary Computation Conference 2018

“Interpretable self-labeling semi-supervised classifier”, in Proceedings of the 2nd Workshop on Explainable Artificial Intelligence

“Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems”, in International Conference on Machine Learning 2018

“Reinforcement Learning for Demand Response of Domestic Household Appliances”, in Proceedings of the Adaptive Learning Agents Workshop 2018 (ALA-18)

“A Multimode SoC FPGA-Based Acoustic Camera for Wireless Sensor Networks”, in International Symposium on Reconfigurable Communication-centric Systems-on-Chip

“Multi-radio Solution for Improving Reliability in RPL”, in IEEE International Symposium on Personal, Indoor and Mobile Radio Communications

“Deep Learning in EMG-based Gesture Recognition”, in PhyCS 2018 - Proceedings of the 5th International Conference on Physiological Computing Systems

“Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies”, in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2018

“Compressive online decomposition of dynamic signals via n-l1 minimization with clustered priors”, in IEEE Statistical Signal Processing Workshop

“Data aggregation and recovery for the internet of things: A compressive demixing approach”, in 2018 IEEE Wireless Communications and Networking Conference, WCNC 2018

“Online decomposition of compressive streaming data using n-l1 cluster-weighted minimization”, in Data Compression Conference

“Regularizing autoencoder-based matrix completion models via manifold learning”, in 2018 26th European Signal Processing Conference, EUSIPCO 2018

“JPEG Pleno: a standard framework for representing and signaling plenoptic modalities”, in SPIE Optics + Photonics 2018: Applications of Digital Image Processing XLI

“Overview of the JPEG XS core coding system subjective evaluations”, in SPIE Optics + Photonics 2018: Applications of Digital Image Processing XLI

“Source coding of holographic data: challenges, algorithms and standardization efforts”, in Speckle 2018: VII International Conference on Speckle Metrology

“Automated Quantification of Blood Flow Velocity from Time-Resolved CT Angiography”, in Joint MICCAI-Workshop on Computing and Visualisation for Intravascular Imaging and Computer Assisted Stenting

“Deep Multi-Agent Reinforcement Learning in a Homogeneous Open Population”, in 30th Benelux Conference on Artificial Intelligence - BNAIC 2018

“Integrity of Still Images”, in Jornadas Imatge i Recerca

“Macro-pixel prediction based on convolutional neural networks for lossless compression of light field images”, in IEEE International Conference on Image Processing 2018

“L-Infinite Predictive Coding of Depth”, in International Conference on Advanced Concepts for Intelligent Vision Systems

“CNN-based Prediction for Lossless Coding of Photographic Images”, in 2018 Picture Coding Symposium

“Emerging Image Metadata Standards Activities in JPEG”, in SPIE Optics + Photonics 2018: Applications of Digital Image Processing XLI

“3D technologies for analog/RF applications”, in 2017 IEEE SOI-3D-Subthreshold Microelectronics Unified Conference, S3S 2017

“Sequential 3D: Key integration challenges and opportunities for advanced semiconductor scaling”, in 2018 International Conference on IC Design and Technology, ICICDT 2018

“Cost Effective FinFET Platform for Stand Alone DRAM 1Y and beyond Memory Periphery”, in 10th IEEE International Memory Workshop, IMW 2018

“Bipolar Disorder Recognition with Histogram Features of Arousal and Body Gestures”, in AVEC 2018 - Proceedings of the 2018 Audio/Visual Emotion Challenge and Workshop, co-located with MM 2018

“A 28-GHz Transceiver Front-End with T/R Switching Achieving 11.2-dBm OP1dB, 33.8% PAEmax and 4-dB NF in 22-nm FD-SOI for 5G Communication”, in SOI-3D-Subthreshold Microelectronics Unified Conference

“PD-SOI: Enabling Adaptive RF Front-End Modules”, in SOI-3D-Subthreshold Microelectronics Unified Conference

“A 23 GHz Low-Phase-Noise Transformer-Feedback VCO in 22nm FD-SOI with a FOMT of 191dBc/Hz”, in IEEE SOI-3D-SUBTHRESHOLD MICROELECTRONICS TECHNOLOGY UNIFIED CONFERENCE

“CSA-DE/EDA: A Clonal Selection Algorithm Using Differential Evolution and Estimation of Distribution Algorithm”, in The 9th International Conference on Brain Inspired Cognitive system

“From Adaptive Kernel Density Estimation to Sparse Mixture Models”, in iTWISTཎ, international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, CIRM, Marseille, France, 21-23 November, 2018

“A Low-Rank and Joint-Sparse Model for Ultrasound Signal Reconstruction”, in Proceedings of iTWISTཎ

“Synthesis of Shaking Video Using Motion Capture Data and Dynamic 3D Scene Modeling”, in 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings

“Bayesian inference of set-point viral load transmission models”, in 30th Benelux Conference on Artificial Intelligence - BNAIC 2018

“A 23 GHz Low-Phase-Noise Transformer-Feedback VCO in 22nm FD-SOI with a FOMT of 191dBc/Hz”, in A 23 GHz Low-Phase-Noise Transformer-Feedback VCO in 22nm FD-SOI with a FOMT of 191dBc/Hz

“Trap-Aware Compact Modeling and Power-Performance Assessment of III-V Tunnel FET”, in Trap-Aware Compact Modeling and Power-Performance Assessment of III-V Tunnel FET

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