Stability Bounds for the Unfolded Forward-Backward AlgorithmJournal of Mathematical Imaging and Vision (JMIV), 2024 |
Refining Self-Supervised Learning in Imaging: Beyond Linear MetricInternational Conference on Information Photonics (ICIP), 2022 |
Understanding approximate and unrolled dictionary learning for pattern
recoveryInternational Conference on Learning Representations (ICLR), 2021 |
Deep Transform and Metric Learning NetworksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 |
Deep Convolutional Transform Learning -- Extended versionInternational Conference on Neural Information Processing (ICONIP), 2020 |