Activities per year
Activities
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KORD-I: A Framework for Real-Time Performance and Cost Optimization of Apache Spark Streaming
Athanasios Kordelas (Speaker) & Nikolaos Deligiannis (Contributor)
2023Activity: Talk or presentation › Talk or presentation at a conference
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IEEE Transactions on Image Processing (Journal)
Fawaz Sammani (Editor), Nikolaos Deligiannis (Editor) & Boris Joukovsky (Editor)
29 Dec 2023Activity: Publication peer-review and editorial work › Publication peer-review
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A Review of Deep Learning Methods for Automated Clinical Coding
Soha Sadat Mahdi (Speaker), Nikolaos Deligiannis (Contributor) & Hichem Sahli (Contributor)
2023Activity: Talk or presentation › Talk or presentation at a conference
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Model-Agnostic Visual Explanations via Approximate Bilinear Models
Boris Joukovsky (Speaker), Fawaz Sammani (Speaker) & Nikolaos Deligiannis (Contributor)
11 Oct 2023Activity: Talk or presentation › Talk or presentation at a conference
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Relevance Propagation through Deep Conditional Random Fields
Xiangyu Yang (Speaker), Boris Joukovsky (Speaker) & Nikolaos Deligiannis (Contributor)
31 May 2023Activity: Talk or presentation › Talk or presentation at a conference
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LOCALLY ACCUMULATED ADAM FOR DISTRIBUTED TRAINING WITH SPARSE UPDATES
Yiming Chen (Speaker) & Nikolaos Deligiannis (Contributor)
8 Oct 2023 → 11 Oct 2023Activity: Talk or presentation › Talk or presentation at a conference
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2022 IEEE International Conference on Accoustics, Speech and Signal Processing
Nikolaos Deligiannis (Participant)
2022Activity: Participating in or organising an event › Participation in conference
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30th European Signal Processing Conference
Nikolaos Deligiannis (Chair)
2022Activity: Participating in or organising an event › Participation in conference
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Interpretable RNNs via Algorithm Unrolling: Design, Applications and Generalization Analysis
Boris Joukovsky (Invited speaker), Tanmoy Mukherjee (Contributor), Van Huynh Luong (Contributor) & Nikolaos Deligiannis (Contributor)
22 Sep 2022Activity: Talk or presentation › Talk or presentation at a conference
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NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks
Fawaz Sammani (Speaker), Tanmoy Mukherjee (Contributor) & Nikolaos Deligiannis (Contributor)
2022 → …Activity: Talk or presentation › Talk or presentation at a conference
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Conditional Variational Graph Autoencoder for Air Quality Forecasting
Esther Rodrigo Bonet (Speaker), Tien Do Huu (Contributor), Xuening Qin (Contributor), Jelle Hofman (Contributor), Valerio Panzica La Manna (Contributor), Wilfried Philips (Contributor) & Nikolaos Deligiannis (Contributor)
2022Activity: Talk or presentation › Talk or presentation at a conference
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Entropy-Based Feature Extraction for Real-Time Semantic Segmentation
Lusine Abrahamyan (Speaker) & Nikolaos Deligiannis (Contributor)
2022Activity: Talk or presentation › Talk or presentation at a conference
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Gradient Variance Loss for Structure-Enhanced Image Super-Resolution
Lusine Abrahamyan (Speaker), Anh Minh Truong (Contributor), Wilfried Philips (Contributor) & Nikolaos Deligiannis (Contributor)
2022Activity: Talk or presentation › Talk or presentation at a conference
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Novel view synthesis for RGB-D camera networks
Anh Minh Truong (Speaker), Wilfried Philips (Contributor) & Nikolaos Deligiannis (Contributor)
2022Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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2021 IEEE International Conference on Acoustics, Speech and Signal Processing
Nikolaos Deligiannis (Participant)
2021Activity: Participating in or organising an event › Participation in conference
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Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers
Iman Marivani (Speaker), Evaggelia Tsiligianni (Contributor), Bruno Cornelis (Contributor) & Nikolaos Deligiannis (Contributor)
18 Jan 2021 → 22 Jan 2021Activity: Talk or presentation › Talk or presentation at a conference
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Temporal Collaborative Filtering with Graph Convolutional Neural Networks
Esther Rodrigo Bonet (Speaker), Minh Duc Nguyen (Contributor) & Nikolaos Deligiannis (Contributor)
2021Activity: Talk or presentation › Talk or presentation at a conference
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Autoencoder-Based Gradient Compression for Distributed Training
Lusine Abrahamyan (Speaker), Yiming Chen (Contributor), Ioannis Bekoulis (Contributor) & Nikolaos Deligiannis (Contributor)
2021Activity: Talk or presentation › Talk or presentation at a conference
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A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation
Boris Joseph Joukovsky (Speaker), Van Huynh Luong (Contributor), Yonina C. Eldar (Contributor) & Nikolaos Deligiannis (Contributor)
19 Jan 2021Activity: Talk or presentation › Talk or presentation at a conference
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Street-level Air Quality Inference Based on Geographically Context-aware Random Forest Using Opportunistic Mobile Sensor Network
Xuening Qin (Speaker), Tien Do Huu (Contributor), Jelle Hofman (Contributor), Esther Rodrigo Bonet (Contributor), Valerio Panzica La Manna (Contributor), Nikolaos Deligiannis (Contributor) & Wilfried Philips (Contributor)
2021Activity: Talk or presentation › Talk or presentation at a conference
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Interpretable deep learning for multimodal super-resolution of medical images
Evangelia Tsiligianni (Speaker), Matina Zerva (Contributor), Iman Marivani (Contributor), Nikolaos Deligiannis (Contributor) & Lisimachos Kondi (Speaker)
2021Activity: Talk or presentation › Talk or presentation at a conference
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Understanding the Impact of Evidence- Aware Sentence Selection for Fact Checking
Giannis Bekoulis (Speaker) & Nikolaos Deligiannis (Contributor)
2021Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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HCGM-NET: A deep unfolding network for financial index tracking
Ruben Alan J Pauwels (Contributor), Evangelia Tsiligianni (Contributor) & Nikolaos Deligiannis (Speaker)
2021Activity: Talk or presentation › Talk or presentation at a conference
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Spatiotemporal Air Quality Inference of Low-Cost Sensor Data; Application on a Cycling Monitoring Network
Esther Rodrigo Bonet (Contributor), Jelle Hofman (Speaker), Tien Do Huu (Contributor), Xuening Qin (Contributor), Mania Nikolaou (Contributor), Wilfried Philips (Contributor), Nikolaos Deligiannis (Contributor) & Valerio Panzica La Manna (Contributor)
2021 → …Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Generalization Error Bounds for Deep Unfolding RNNs
Boris Joseph Joukovsky (Speaker), Tanmoy Mukherjee (Contributor), Van Huynh Luong (Contributor) & Nikolaos Deligiannis (Contributor)
28 Jul 2021Activity: Talk or presentation › Talk or presentation at a conference
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Deep Unfolded Robust PCA: Method and Applications
Boris Joseph Joukovsky (Contributor), Nikolaos Deligiannis (Speaker) & Yonina C. Eldar (Contributor)
11 Oct 2021Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Bias Loss for Mobile Neural Networks
Lusine Abrahamyan (Speaker), Valentin Ziatchin (Contributor), Yiming Chen (Contributor) & Nikolaos Deligiannis (Contributor)
2021Activity: Talk or presentation › Talk or presentation at a conference
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2020 IEEE International Conference on Acoustics, Speech and Signal Processing
Nikolaos Deligiannis (Participant)
2020Activity: Participating in or organising an event › Participation in conference
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European Association for Signal Processing (EURASIP) (External organisation)
Boris Joukovsky (Participant) & Nikolaos Deligiannis (Chair)
1 Sep 2020 → Sep 2021Activity: Membership › Work on academic committees and working groups
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Graph auto-encoder for graph signal denoising
Tien Do Huu (Speaker), Minh Duc Nguyen (Contributor) & Nikolaos Deligiannis (Contributor)
2020 → …Activity: Talk or presentation › Talk or presentation at a conference
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28th European Signal Processing Conference
Nikolaos Deligiannis (Chair)
2020Activity: Participating in or organising an event › Participation in conference
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Hearing at the Belgian Senate.
Nikolaos Deligiannis (Speaker)
18 Jan 2020Activity: Talk or presentation › Talk at a public lecture/debate
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Interpretable and Explainable Deep Learning for Video Processing
Boris Joseph Joukovsky (Recipient), Nikolaos Deligiannis (Supervisor) & Adrian Munteanu (Supervisor)
1 Jan 2020 → 1 Aug 2020Activity: Other › Written proposal
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Mapping Air Quality in IoT Cities: Cloud Calibration and Air Quality Inference of Sensor Data
Jelle Hofman (Speaker), Mania Nikolaou (Contributor), Tien Do Huu (Contributor), Xuening Qin (Contributor), Esther Rodrigo Bonet (Contributor), Wilfried Philips (Contributor), Nikolaos Deligiannis (Contributor) & Valerio Panzica La Manna (Contributor)
2020 → …Activity: Talk or presentation › Talk or presentation at a conference
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Deep-Learning-based Hyperlocal Air Quality Monitoring for Smart Cities
Esther Rodrigo Bonet (Speaker), Tien Do Huu (Contributor), Xuening Qin (Contributor), Jelle Hofman (Contributor), Valerio Panzica La Manna (Contributor), Wilfried Philips (Contributor) & Nikolaos Deligiannis (Contributor)
Sep 2020Activity: Talk or presentation › Talk or presentation at a conference
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Joint Image Super-Resolution via Recurrent Convolutional Neural Networks with Coupled Sparse Priors
Iman Marivani (Speaker), Evaggelia Tsiligianni (Contributor), Bruno Cornelis (Contributor) & Nikolaos Deligiannis (Contributor)
25 Oct 2020 → 28 Oct 2020Activity: Talk or presentation › Talk or presentation at a conference
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Interpretable Deep Multimodal Image Super-Resolution
Iman Marivani (Speaker), Evaggelia Tsiligianni (Contributor), Bruno Cornelis (Contributor) & Nikolaos Deligiannis (Contributor)
2 Dec 2020 → 4 Dec 2020Activity: Talk or presentation › Talk or presentation at a conference
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Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers
Iman Marivani (Speaker), Evangelia Tsiligianni (Contributor), Bruno Cornelis (Contributor) & Nikolaos Deligiannis (Contributor)
2020Activity: Talk or presentation › Talk or presentation at a conference
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Interpretable Deep Multimodal Image Super-Resolution
Esther Rodrigo Bonet (Speaker), Iman Marivani (Speaker), Evangelia Tsiligianni (Contributor), Bruno Cornelis (Contributor) & Nikolaos Deligiannis (Contributor)
2020 → …Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Joint image super-resolution via recurrent convolutional neural networks with coupled sparse priors
Iman Marivani (Speaker), Evangelia Tsiligianni (Contributor), Bruno Cornelis (Contributor) & Nikolaos Deligiannis (Contributor)
2020Activity: Talk or presentation › Talk or presentation at a conference
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Rumour detection via news propagation dynamics and user representation learning
Esther Rodrigo Bonet (Speaker), Tien Do Huu (Speaker), X. Luo (Contributor), Minh Duc Nguyen (Contributor) & Nikolaos Deligiannis (Contributor)
2019Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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BRUBIKE: A dataset of bicycle traffic and weather conditions for predicting cycling flow
Steven Vanden Broucke (Speaker), Luis Manuel Vidal Piña (Contributor), Tien Do Huu (Contributor) & Nikolaos Deligiannis (Contributor)
2019Activity: Talk or presentation › Talk or presentation at a conference
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Multimodal image super-resolution via deep unfolding with side information
Iman Marivani (Speaker), Evangelia Tsiligianni (Contributor), Bruno Cornelis (Contributor) & Nikolaos Deligiannis (Contributor)
2019Activity: Talk or presentation › Talk or presentation at a conference
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Visualization of real-time heterogeneous smart city data using virtual reality
Steven Vanden Broucke (Speaker) & Nikolaos Deligiannis (Contributor)
2019Activity: Talk or presentation › Talk or presentation at a conference
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Context-based analysis of urban air quality using an opportunistic mobile sensor network
Xuening Qin (Speaker), Ljiljana Platisa (Contributor), Tien Do Huu (Contributor), Evangelia Tsiligianni (Contributor), Jelle Hofman (Contributor), Valerio Panzica La Manna (Contributor), Nikolaos Deligiannis (Contributor) & Wilfried Philips (Contributor)
2019 → …Activity: Talk or presentation › Talk or presentation at a conference
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Fake news detection using deep Markov random fields
Minh Duc Nguyen (Speaker), Tien Do Huu (Contributor), Robert Calderbank (Contributor) & Nikolaos Deligiannis (Contributor)
2019Activity: Talk or presentation › Talk or presentation at a conference
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Automatic extrinsic calibration of camera networks based on pedestrians
Anh Minh Truong (Speaker), Wilfried Philips (Contributor), Jun M. Guan (Contributor), Nikolaos Deligiannis (Contributor) & Lusine Abrahamyan (Contributor)
2019Activity: Talk or presentation › Talk or presentation at a conference
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Designing recurrent neural networks by unfolding an l1-l1 minimization algorithm
Hung Le (Speaker), Huynh Van Luong (Contributor) & Nikolaos Deligiannis (Contributor)
2019Activity: Talk or presentation › Talk or presentation at a conference
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Learned multimodal convolutional sparse coding for guided image super-resolution
Iman Marivani (Speaker), Evangelia Tsiligianni (Contributor), Bruno Cornelis (Contributor) & Nikolaos Deligiannis (Contributor)
2019Activity: Talk or presentation › Talk or presentation at a conference
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Matrix completion with variational graph autoencoders: Application in hyperlocal air quality inference
Tien Do Huu (Speaker), Minh Duc Nguyen (Contributor), Evangelia Tsiligianni (Contributor), Angel Lopez Aguirre (Contributor), Frank Pasveer (Contributor), Wilfried Philips (Contributor) & Nikolaos Deligiannis (Contributor)
2019Activity: Talk or presentation › Talk or presentation at a conference