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Praveen Kumar Pokala
Praveen Kumar Pokala
Indian Institute of Science
Verified email at iisc.ac.in - Homepage
Title
Cited by
Cited by
Year
Iteratively reweighted minimax-concave penalty minimization for accurate low-rank plus sparse matrix decomposition
PK Pokala, RV Hemadri, CS Seelamantula
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (12), 8992 …, 2021
152021
FirmNet: A sparsity amplified deep network for solving linear inverse problems
PK Pokala, AG Mahurkar, CS Seelamantula
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
142019
DuRIN: A Deep-unfolded Sparse Seismic Reflectivity Inversion Network
S Mache, PK Pokala, K Rajendran, CS Seelamantula
http://arxiv.org/abs/2104.04704, 2021
82021
ConFirmNet: Convolutional FirmNet and application to image denoising and inpainting
PK Pokala, PK Uttam, CS Seelamantula
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
62020
Sparsity driven latent space sampling for generative prior based compressive sensing
V Killedar, PK Pokala, CS Seelamantula
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
42021
NuSPAN: A Proximal Average Network for Nonuniform Sparse Model--Application to Seismic Reflectivity Inversion
S Mache, PK Pokala, K Rajendran, CS Seelamantula
arXiv preprint arXiv:2105.00003, 2021
42021
Cornet: Composite-Regularized Neural Network For Convolutional Sparse Coding
D Jawali, PK Pokala, CS Seelamantula
2020 IEEE International Conference on Image Processing (ICIP), 818-822, 2020
42020
Learning generative prior with latent space sparsity constraints
V Killedar, PK Pokala, CS Seelamantula
arXiv preprint arXiv:2105.11956, 2021
32021
Projected improved fista and application to image deblurring
PK Pokala, CS Seelamantula
2020 IEEE International Conference on Image Processing (ICIP), 1043-1047, 2020
32020
Accelerated Weighted ℓ1-Minimization for MRI Reconstruction Under Tight Frames in Complex Domain
PK Pokala, CS Seelamantula
2020 International Conference on Signal Processing and Communications (SPCOM), 2020
32020
AQUALLM: Audio Question Answering Data Generation Using Large Language Models
SR Behera, KM Injeti, JSK Patibandla, PK Pokala, BR Pailla
arXiv preprint arXiv:2312.17343, 2023
22023
Introducing Nonuniform Sparse Proximal Averaging Network for Seismic Reflectivity Inversion
S Mache, PK Pokala, K Rajendran, CS Seelamantula
IEEE Transactions on Computational Imaging, 2023
22023
SAMIR: Sparsity amplified iteratively-reweighted beamforming for high-resolution ultrasound imaging
AG Mahurkar, PK Pokala, CS Thakur, CS Seelamantula
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
22019
Quantized proximal averaging networks for compressed image recovery
NKK Reddy, MM Bulusu, PK Pokala, CS Seelamantula
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
12023
An ensemble of proximal networks for sparse coding
KKR Nareddy, S Mache, PK Pokala, CS Seelamantula
2022 IEEE International Conference on Image Processing (ICIP), 1251-1255, 2022
12022
Quantized proximal averaging network for analysis sparse coding
KKR Nareddy, MM Bulusu, PK Pokala, CS Seelamantula
arXiv preprint arXiv:2105.06211, 2021
12021
Generalized Fast Iteratively Reweighted Soft-Thresholding Algorithm for Sparse Coding Under Tight Frames in the Complex-Domain
PK Pokala, S Chemudupati, CS Seelamantula
2020 IEEE International Conference on Image Processing (ICIP), 2875-2879, 2020
12020
Adaptive weighted minimax-concave penalty based dictionary learning for brain MR images
PK Pokala, S Chemudupati, CS Seelamantula
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1929-1932, 2020
12020
Iteratively-reweighted beamforming for high-resolution ultrasound imaging
AG Mahurkar, P Pokala, CS Seelamantula
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
12019
MUSTAN: Multi-scale Temporal Context as Attention for Robust Video Foreground Segmentation
PK Pokala, JSK Patibandla, NK Pandey, BR Pailla
arXiv preprint arXiv:2402.00918, 2024
2024
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