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Nikos Deligiannis

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

58

Venues

21

Active years

2009–2026

Best venue rank

A*

Where they publish

Papers

58 indexed papers, newest first.

YearVenueTitleAuthors
2026ISCASPower-Efficient Spiking Conversion of Deep Unfolded Transformers.Ahmed Sadaqa, Brent De Weerdt, Ruiqi Chen, Nikos Deligiannis, Bruno da Silva
2025CVPRReferGPT: Towards Zero-Shot Referring Multi-Object Tracking.Tzoulio Chamiti, Leandro Di Bella, Adrian Munteanu, Nikos Deligiannis
2025ICLRZero-Shot Natural Language Explanations.Fawaz Sammani, Nikos Deligiannis
2024ECCVUnveiling Privacy Risks in Stochastic Neural Networks Training: Effective Image Reconstruction from Gradients.Yiming Chen, Xiangyu Yang, Nikos Deligiannis
2024ICASSPPhysics-Guided Variational Graph Autoencoder For Air Quality Inference.Esther Rodrigo Bonet, Nikos Deligiannis
2024ICASSPLearned Layered Coding for Successive Refinement in the Wyner-Ziv Problem.Boris Joukovsky, Brent De Weerdt, Nikos Deligiannis
2024ICASSPCo-Occurrence Graph-Enhanced Hierarchical Prediction of ICD Codes.Soha Sadat Mahdi, Eirini Papagiannopoulou, Nikos Deligiannis, Hichem Sahli
2024ICIPOn The Detection Of Images Generated From Text.Yuqing Yang, Charuka Moremada, Nikos Deligiannis
2024WACVHolistic Representation Learning for Multitask Trajectory Anomaly Detection.Alexandros Stergiou, Brent De Weerdt, Nikos Deligiannis
2023ICASSPDesigning Transformer Networks for Sparse Recovery of Sequential Data Using Deep Unfolding.Brent De Weerdt, Yonina C. Eldar, Nikos Deligiannis
2023ICASSPRelevance Propagation through Deep Conditional Random Fields.Xiangyu Yang, Boris Joukovsky, Nikos Deligiannis
2023ICCVLeaping Into Memories: Space-Time Deep Feature Synthesis.Alexandros Stergiou, Nikos Deligiannis
2023ICIPLocally Accumulated Adam For Distributed Training With Sparse Updates.Yiming Chen, Nikos Deligiannis
2023ICIPModel-Agnostic Visual Explanations via Approximate Bilinear Models.Boris Joukovsky, Fawaz Sammani, Nikos Deligiannis
2023ISPASSKORDI: A Framework for Real-Time Performance and Cost Optimization of Apache Spark Streaming.Athanasios Kordelas, Thanasis Spyrou, Spyros Voulgaris, Vasileios Megalooikonomou, Nikos Deligiannis
2023QoMEXEvaluating Quality of Visual Explanations of Deep Learning Models for Vision Tasks.Yuqing Yang, Saeed Mahmoudpour, Peter Schelkens, Nikos Deligiannis
2022CVPRNLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks.Fawaz Sammani, Tanmoy Mukherjee, Nikos Deligiannis
2022ECCVRepresentation Learning with Information Theory to Detect COVID-19 and Its Severity.Abel Daz Berenguer, Tanmoy Mukherjee, Yifei Da, Matas Nicols Bossa, Maryna Kvasnytsia, Jef Vandemeulebroucke, Nikos Deligiannis, Hichem Sahli
2022ICASSPGradient Variance Loss for Structure-Enhanced Image Super-Resolution.Lusine Abrahamyan, Anh Minh Truong, Wilfried Philips, Nikos Deligiannis
2022ICASSPNovel Class Discovery: A Dependency Approach.Tanmoy Mukherjee, Nikos Deligiannis
2022ICIPEntropy-Based Feature Extraction for Real-Time Semantic Segmentation.Lusine Abrahamyan, Nikos Deligiannis
2021ICASSPHCGM-Net: A Deep Unfolding Network for Financial Index Tracking.Ruben Pauwels, Evaggelia Tsiligianni, Nikos Deligiannis
2021ICCVBias Loss for Mobile Neural Networks.Lusine Abrahamyan, Valentin Ziatchin, Yiming Chen, Nikos Deligiannis
2021ISPDCKeynote Lecture : Gradient compression for efficient distributed deep learning.Nikos Deligiannis
2021MICCAIInterpretable Deep Learning for Multimodal Super-Resolution of Medical Images.Evaggelia Tsiligianni, Matina Zerva, Iman Marivani, Nikos Deligiannis, Lisimachos P. Kondi
2021UAIGeneralization error bounds for deep unfolding RNNs.Boris Joukovsky, Tanmoy Mukherjee, Huynh Van Luong, Nikos Deligiannis
2020ICASSPGraph Auto-Encoder for Graph Signal Denoising.Tien Huu Do, Duc Minh Nguyen, Nikos Deligiannis
2020ICIPJoint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors.Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2020ICPRTemporal Collaborative Filtering with Graph Convolutional Neural Networks.Esther Rodrigo Bonet, Duc Minh Nguyen, Nikos Deligiannis
2020ICPRSpatiotemporal Air Quality Inference of Low-Cost Sensor Data; Application on a Cycling Monitoring Network.Jelle Hofman, Tien Huu Do, Xuening Qin, Esther Rodrigo Bonet, Martha E. Nikolaou, Wilfried Philips, Nikos Deligiannis, Valerio Panzica La Manna
2019ICASSPMatrix Completion with Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference.Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Angel Lopez Aguirre, Valerio Panzica La Manna, Frank J. Pasveer, Wilfried Philips, Nikos Deligiannis
2019ICIPDesigning Recurrent Neural Networks by Unfolding an L1-L1 Minimization Algorithm.Hung Duy Le, Huynh Van Luong, Nikos Deligiannis
2019ICIPLearned Multimodal Convolutional Sparse Coding for Guided Image Super-Resolution.Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2019NAACLFake News Detection using Deep Markov Random Fields.Duc Minh Nguyen, Tien Huu Do, A. Robert Calderbank, Nikos Deligiannis
2018DCCOnline Decomposition of Compressive Streaming Data Using n-l1 Cluster-Weighted Minimization.Huynh Van Luong, Nikos Deligiannis, Sren Forchhammer, Andr Kaup
2018ICASSPTwitter User Geolocation Using Deep Multiview Learning.Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2018ICASSPExtendable Neural Matrix Completion.Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
2018WCNCData aggregation and recovery for the Internet of Things: A compressive demixing approach.Evangelos Zimos, Joo F. C. Mota, Evaggelia Tsiligianni, Miguel R. D. Rodrigues, Nikos Deligiannis
2017ICASSPRate-distortion trade-offs in acquisition of signal parameters.Miguel R. D. Rodrigues, Nikos Deligiannis, Lifeng Lai, Yonina C. Eldar
2016DCCThe Rate Loss in Binary Source Coding with Decoder Side Information.Andrei Sechelea, Adrian Munteanu, Samuel Cheng, Nikos Deligiannis
2016DCCBayesian Compressed Sensing with Heterogeneous Side Information.Evangelos Zimos, Joo F. C. Mota, Miguel R. D. Rodrigues, Nikos Deligiannis
2016ICASSPReference-based compressed sensing: A sample complexity approach.Joo F. C. Mota, Lior Weizman, Nikos Deligiannis, Yonina C. Eldar, Miguel R. D. Rodrigues
2016ICIPX-ray image separation via coupled dictionary learning.Nikos Deligiannis, Joo F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies
2016PCSDistributed coding of multiview sparse sources with joint recovery.Huynh Van Luong, Nikos Deligiannis, Sren Forchhammer, Andr Kaup
2015ICASSPDynamic sparse state estimation using ℓ1-ℓ1 minimization: Adaptive-rate measurement bounds, algorithms and applications.Joo F. C. Mota, Nikos Deligiannis, Aswin C. Sankaranarayanan, Volkan Cevher, Miguel R. D. Rodrigues
2015QoMEXPerceptual video quality estimation by regression with myopic experts.Vasileios Giotsas, Nikos Deligiannis, Pam Fisher, Yiannis Andreopoulos
2014ICASSPOn the stochastic modeling of desynchronization convergence in wireless sensor networks.Dujdow Buranapanichkit, Nikos Deligiannis, Yiannis Andreopoulos
2013DCCGenome Sequence Compression with Distributed Source Coding.Shuang Wang, Xiaoqian Jiang, Lijuan Cui, Wenrui Dai, Nikos Deligiannis, Pinghao Li, Hongkai Xiong, Samuel Cheng, Lucila Ohno-Machado
2013IMOptimized segmentation of H.264/AVC video for HTTP adaptive streaming.Jan Lievens, Shahid M. Satti, Nikos Deligiannis, Peter Schelkens, Adrian Munteanu
2012ISITAAn optimization algorithm for scalable multiple description scalar quantizers.Shahid Mahmood Satti, Nikos Deligiannis, Adrian Munteanu, Peter Schelkens, Jan Cornelis
2012PCSFeedback-constrained Wyner-Ziv video coding.Jrgen Slowack, Nikos Deligiannis, Peter Lambert, Adrian Munteanu, Rik Van de Walle
2011ICIPDistributed coding of endoscopic video.Nikos Deligiannis, Frederik Verbist, Joeri Barbarien, Jrgen Slowack, Rik Van de Walle, Peter Schelkens, Adrian Munteanu
2011ICIPIntra-WZ quantization mismatch in distributed video coding.Jrgen Slowack, Jozef Skorupa, Peter Lambert, Rik Van de Walle, Nikos Deligiannis, Adrian Munteanu
2010ICIPBitplane intra coding with decoder-side mode decision in distributed video coding.Jrgen Slowack, Stefaan Mys, Jozef Skorupa, Peter Lambert, Rik Van de Walle, Nikos Deligiannis, Adrian Munteanu
2010ICISPCompensating for Motion Estimation Inaccuracies in DVC.Jrgen Slowack, Jozef Skorupa, Stefaan Mys, Nikos Deligiannis, Peter Lambert, Adrian Munteanu, Rik Van de Walle
2010PCSCorrelation modeling with decoder-side quantization distortion estimation for distributed video coding.Jozef Skorupa, Jan De Cock, Jrgen Slowack, Stefaan Mys, Peter Lambert, Rik Van de Walle, Nikos Deligiannis, Adrian Munteanu
2009DCCModeling the Correlation Noise in Spatial Domain Distributed Video Coding.Nikos Deligiannis, Adrian Munteanu, Tom Clerckx, Peter Schelkens, Jan Cornelis
2009ICASSPOn the side-information dependency of the temporal correlation in Wyner-Ziv video coding.Nikos Deligiannis, Adrian Munteanu, Tom Clerckx, Jan Cornelis, Peter Schelkens