Dynamic Graph Learning: A Structure-Driven Approach
Jiang, Bo, Huang, Yuming, Panahi, Ashkan, Yu, Yiyi, Krim, Hamid, Smith, Spencer L.
Published in Mathematics (Basel) (01.01.2021)
Published in Mathematics (Basel) (01.01.2021)
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Journal Article
Deep Dictionary Learning: A PARametric NETwork Approach
Mahdizadehaghdam, Shahin, Panahi, Ashkan, Krim, Hamid, Liyi Dai
Published in IEEE transactions on image processing (01.10.2019)
Published in IEEE transactions on image processing (01.10.2019)
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Journal Article
FsaNet: Frequency Self-attention for Semantic Segmentation
Zhang, Fengyu, Panahi, Ashkan, Gao, Guangjun
Published in IEEE transactions on image processing (01.01.2023)
Published in IEEE transactions on image processing (01.01.2023)
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Journal Article
Analysis Dictionary Learning Based Classification: Structure for Robustness
Tang, Wen, Panahi, Ashkan, Krim, Hamid, Dai, Liyi
Published in IEEE transactions on image processing (01.12.2019)
Published in IEEE transactions on image processing (01.12.2019)
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Journal Article
Fast Optimal Transport for Latent Domain Adaptation
Roheda, Siddharth, Panahi, Ashkan, Krim, Hamid
Published in 2023 IEEE International Conference on Image Processing (ICIP) (08.10.2023)
Published in 2023 IEEE International Conference on Image Processing (ICIP) (08.10.2023)
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Conference Proceeding
Nonlinear Multi-scale Super-resolution Using Deep Learning
Tran, Kenneth, Panahi, Ashkan, Adiga, Aniruddha, Sakla, Wesam, Krim, Hamid
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
Journal Article
Accelerated proximal incremental algorithm schemes for non-strongly convex functions
Panahi, Ashkan, Chehreghani, Morteza Haghir, Dubhashi, Devdatt
Published in Theoretical computer science (06.04.2020)
Published in Theoretical computer science (06.04.2020)
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Journal Article
Robust Group Subspace Recovery: A New Approach for Multi-Modality Data Fusion
Ghanem, Sally, Panahi, Ashkan, Krim, Hamid, Kerekes, Ryan A.
Published in IEEE sensors journal (15.10.2020)
Published in IEEE sensors journal (15.10.2020)
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Journal Article
Community Detection and Improved Detectability in Multiplex Networks
Huang, Yuming, Panahi, Ashkan, Krim, Hamid, Dai, Liyi
Published in IEEE transactions on network science and engineering (01.07.2020)
Published in IEEE transactions on network science and engineering (01.07.2020)
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Journal Article
Sequential Bayesian Sparse Signal Reconstruction Using Array Data
Mecklenbrauker, Christoph F., Gerstoft, Peter, Panahi, Ashkan, Viberg, Mats
Published in IEEE transactions on signal processing (01.12.2013)
Published in IEEE transactions on signal processing (01.12.2013)
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Journal Article
Structured Analysis Dictionary Learning for Image Classification
Tang, Wen, Panahi, Ashkan, Krim, Hamid, Dai, Liyi
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
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Conference Proceeding
Gridless compressive sensing
Panahi, Ashkan, Viberg, Mats
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
Demystifying Deep Learning: a Geometric Approach to Iterative Projections
Panahi, Ashkan, Krim, Hamid, Dai, Liyi
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
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Conference Proceeding