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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)

“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”, 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

“Holographic data compression for holographic microscopy and tomography in biomedical applications”, in OSA Imaging and Applied Optics Congress

“Low-Complexity Angular Intra-Prediction Con-volutional Neural Network for Lossless HEVC”, in IEEE International Workshop on Multimedia Signal Processing

“Cross Data Set Performance Consistency of Objective Quality Assessment Methods for Light Fields”, in 12th International Conference on Quality of Multimedia Experience, QoMEX 2020

“Synthesising Reinforcement Learning Policies through Set-Valued Inductive Rule Learning”, in Proceedings of the 1st TAILOR workshop at ECAI 2020

“Adopting the JPEG systems layer to create interoperable imaging ecosystems”, in SPIE Photonics Europe, 2020

“Exploration of Media Blockchain Technologies for JPEG Privacy and Security”, in SPIE Photonics Europe, 2020

“Behavior-based Speciation in Classification with NeuroEvolution”, in 2020 IEEE World Congress on Computational Intelligence

“AITIA: Embedded AI Techniques for Embedded Industrial Applications”, in 2020 International Conference on Omni-layer Intelligent Systems (COINS)

“Interactive Multi-Objective Reinforcement Learning in Multi-Armed Bandits with Gaussian Process Utility Models”, in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2020

“A 28GHz Voltage-Combined Doherty Power Amplifier with a Compact Transformer-based Output Combiner in 22nm FD-SOI”, in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC)

“A 28 GHz front-end module with T/R switch achieving 17.2 dBm Psat, 21.5% PAEmax and 3.2 dB NF in 22 nm FD-SOI for 5G communication”, in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC)

“Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers”, in 28th European Signal Processing Conference

“Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors”, in IEEE International Conference on Image Processing

“A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation”, in 28th European Signal Processing Conference

“imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A Multilabel BERT-based system for predicting COVID-19 events”, in Conference on Empirical Methods in Natural Language Processing (and forerunners) (2020)

“Temporal Collaborative Filtering with Graph Convolutional Neural Networks”, in International Conference on Pattern Recognition (ICPR)

“Zero-Shot Cross-Lingual Transfer with Meta Learning”, in The 2020 Conference on Empirical Methods in Natural Language Processing

“Mapping Air Quality in IoT Cities: Cloud Calibration and Air Quality Inference of Sensor Data”, in IEEE SENSORS 2020

“Deep-Learning-based Hyperlocal Air Quality Monitoring for Smart Cities”, in 10th International Congress on Environmental Modelling and Software (iEMSs 2020)

“Parameterization of the quality factor for the high throughput JPEG 2000”, in SPIE Photonics Europe, 2020

“Standardization of Holographic Compression: JPEG Pleno”, in Digital Holography and Three-Dimensional Imaging 2020

“Exploring the DC reliability metrics for scaled GaN-on-Si devices targeted for RF/5G applications”, in 2020 IEEE International Reliability Physics Symposium, IRPS 2020

“Reliability and Variability of Advanced CMOS Devices at Cryogenic Temperatures”, in 2020 IEEE International Reliability Physics Symposium, IRPS 2020

“A Robust Deep Unfolded Network for Sparse Signal Recovery from Noisy Binary Measurements”, in European Signal Processing Conference

“A 62mW 60GHz FMCW Radar in 28nm CMOS”, in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC)

“Spatiotemporal Air Quality Inference of Low-Cost Sensor Data Application on a Cycling Monitoring Network”, in Workshop on "Machine Learning Advances Environmental Science (MAES)

“Multi-Agent Thompson Sampling for Bandits with Sparse Neighbourhood Structures”, in 32nd Benelux Conference on Artificial Intelligence/Belgian-Dutch Conference on Machine Learning

“Recent Advances in Multi-Objective Multi-Agent Decision Making”, in 32nd Benelux Conference on Artificial Intelligence/Belgian-Dutch Conference on Machine Learning

“Computer-aided detection of focal bone metastases from whole-body multi-modal MRI”, in SPIE Medical Imaging 2020

“Application-level authentication and encryption atop Bluetooth stack for sensitive data communication”, in 2020 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR)

“Imaging techniques and methodologies for acquisition, processing and distribution of multimodal image data of the oeuvre of Jan van Eyck”, in SPIE Photonics Europe, 2020

“Extended Abstract: An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling”, in 32nd Benelux Conference on Artificial Intelligence/Belgian-Dutch Conference on Machine Learning

“Thesis Abstract: Teaching a Machine to Diagnose a Heart Disease. Beginning from digitizing scanned ECGs to detecting the Brugada Syndrome (BrS)”, in 32nd Benelux Conference on Artificial Intelligence/Belgian-Dutch Conference on Machine Learning

“Elastic and ElectroMagnetic Wave monitoring of early age TRC”, in 1st International Electronic Conference on Applied Sciences

“An overview of the emerging JPEG Pleno standard, conformance testing and reference software”, in Optics, Photonics and Digital Technologies for Imaging Applications VI 2020

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

“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

“Dynamic weights in multi-objective deep reinforcement learning”, in International 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

“CMOS-compatible GaN-based devices on 200mm-Si for RF applications: Integration and Performance”, in 65th Annual IEEE International Electron Devices Meeting, IEDM 2019

“First demonstration of III-V HBTs on 300 mm Si substrates using nano-ridge engineering”, in 65th Annual IEEE International Electron Devices Meeting, IEDM 2019

“Physical Insights on Steep Slope FEFETs including Nucleation-Propagation and Charge Trapping”, in 65th Annual IEEE International Electron Devices Meeting, IEDM 2019

“Trap-aware compact modeling and power-performance assessment of III-V tunnel FET”, in 2018 IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference, S3S 2018

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