MLSP-L8: Compressive Sensing, Dictionary and Subspace Learning |
| Session Type: Lecture |
| Time: Thursday, May 16, 15:30 - 17:30 |
| Location: Ocean View |
| Session Chair: Peter Gerstoft, University of California San Diego |
| MLSP-L8.1: FAST COMPRESSIVE SENSING RECOVERY USING GENERATIVE MODELS WITH STRUCTURED LATENT VARIABLES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Shaojie Xu; Georgia Institute of Technology |
| Sihan Zeng; Georgia Institute of Technology |
| Justin Romberg; Georgia Institute of Technology |
| MLSP-L8.2: ROBUST DICTIONARY LEARNING USING ALPHA-DIVERGENCE |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Asif Iqbal; The University of Melbourne |
| Abd-Krim Seghouane; The University of Melbourne |
| MLSP-L8.3: SIMULTANEOUS BLIND DECONVOLUTION AND PHASE RETRIEVAL WITH TENSOR ITERATIVE HARD THRESHOLDING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Shuang Li; Colorado School of Mines |
| Gongguo Tang; Colorado School of Mines |
| Michael Wakin; Colorado School of Mines |
| MLSP-L8.4: FIRMNET: A SPARSITY AMPLIFIED DEEP NETWORK FOR SOLVING LINEAR INVERSE PROBLEMS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Praveen Kumar Pokala; Indian Institute of Science |
| Amol Ganesh Mahurkar; Indian Institute of Science |
| Chandra Sekhar Seelamantula; Indian Institute of Science |
| MLSP-L8.5: DEEP SIGNAL RECOVERY WITH ONE-BIT QUANTIZATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Shahin Khobahi; University of Illinois at Chicago |
| Naveed Naimipour; University of Illinois at Chicago |
| Mojtaba Soltanalian; University of Illinois at Chicago |
| Yonina C. Eldar; Technion - Israel Institute of Technology |
| MLSP-L8.6: BAYESIAN NEURAL NETWORKS FOR SPARSE CODING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Danil Kuzin; University of Sheffield |
| Olga Isupova; University of Oxford |
| Lyudmila Mihaylova; University of Sheffield |