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 | 25 | 2021 |
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 | 16 | 2019 |
DuRIN: A Deep-unfolded Sparse Seismic Reflectivity Inversion Network S Mache, PK Pokala, K Rajendran, CS Seelamantula http://arxiv.org/abs/2104.04704, 2021 | 9 | 2021 |
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 | 6 | 2021 |
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 | 6 | 2020 |
Introducing nonuniform sparse proximal averaging network for seismic reflectivity inversion S Mache, PK Pokala, K Rajendran, CS Seelamantula IEEE Transactions on Computational Imaging 9, 475-489, 2023 | 5 | 2023 |
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 | 5 | 2020 |
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 | 4 | 2021 |
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 | 4 | 2020 |
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 | 3 | 2023 |
Learning generative prior with latent space sparsity constraints V Killedar, PK Pokala, CS Seelamantula arXiv preprint arXiv:2105.11956, 2021 | 3 | 2021 |
Projected improved fista and application to image deblurring PK Pokala, CS Seelamantula 2020 IEEE International Conference on Image Processing (ICIP), 1043-1047, 2020 | 3 | 2020 |
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 | 2 | 2020 |
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 | 2 | 2019 |
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 | 1 | 2024 |
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 | 1 | 2023 |
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 | 1 | 2022 |
Quantized proximal averaging network for analysis sparse coding KKR Nareddy, MM Bulusu, PK Pokala, CS Seelamantula arXiv preprint arXiv:2105.06211, 2021 | 1 | 2021 |
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 | 1 | 2020 |
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 | 1 | 2019 |