Julián Tachella
Orcid: 0000-0003-3878-9142
According to our database1,
Julián Tachella
authored at least 32 papers
between 2018 and 2024.
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Bibliography
2024
IEEE Trans. Computational Imaging, 2024
Equivariance-Based Self-Supervised Learning for Audio Signal Recovery from Clipped Measurements.
Proceedings of the 32nd European Signal Processing Conference, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Equivariant bootstrapping for uncertainty quantification in imaging inverse problems.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
Trans. Mach. Learn. Res., 2023
Imaging With Equivariant Deep Learning: From unrolled network design to fully unsupervised learning.
IEEE Signal Process. Mag., 2023
J. Mach. Learn. Res., 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Robust Equivariant Imaging: a fully unsupervised framework for learning to image from noisy and partial measurements.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Robust 3D Reconstruction of Dynamic Scenes From Single-Photon Lidar Using Beta-Divergences.
IEEE Trans. Image Process., 2021
IEEE Trans. Computational Imaging, 2021
Edge-Resolved Transient Imaging: Performance Analyses, Optimizations, and Simulations.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
IEEE Trans. Computational Imaging, 2020
Advances in Single-Photon Lidar for Autonomous Vehicles: Working Principles, Challenges, and Recent Advances.
IEEE Signal Process. Mag., 2020
2019
SIAM J. Imaging Sci., 2019
3D Reconstruction Using Single-photon Lidar Data Exploiting the Widths of the Returns.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
2018
Proceedings of the 26th European Signal Processing Conference, 2018