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Giannis Daras
Giannis Daras
The University of Texas at Austin
Подтвержден адрес электронной почты в домене utexas.edu - Главная страница
Название
Процитировано
Процитировано
Год
Robust compressed sensing mri with deep generative priors
A Jalal, M Arvinte, G Daras, E Price, AG Dimakis, J Tamir
Advances in Neural Information Processing Systems (NeurIPS 2021) 34, 14938-14954, 2021
952021
Your local GAN: Designing two dimensional local attention mechanisms for generative models
G Daras, A Odena, H Zhang, AG Dimakis
Proceedings of the IEEE/CVF Conference on computer vision and pattern …, 2020
562020
Intermediate layer optimization for inverse problems using deep generative models
G Daras, J Dean, A Jalal, AG Dimakis
International Conference on Machine Learning (ICML), 2021
532021
Smyrf: Efficient attention using asymmetric clustering
G Daras, N Kitaev, A Odena, AG Dimakis
Advances in Neural Information Processing Systems 33 (NeurIPS 2020), 2020
242020
Soft diffusion: Score matching for general corruptions
G Daras, M Delbracio, H Talebi, AG Dimakis, P Milanfar
arXiv preprint arXiv:2209.05442, 2022
222022
Discovering the hidden vocabulary of dalle-2
G Daras, AG Dimakis
Score-Based Modeling Workshop @ NeurIPS 2022, 2022
162022
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems
G Daras, Y Dagan, AG Dimakis, C Daskalakis
International Conference on Machine Learning (ICML), 2022
92022
Multiresolution Textual Inversion
G Daras, AG Dimakis
Score-Based Modeling Workshop @ NeurIPS 2022, 2022
72022
Solving inverse problems with nerfgans
G Daras, WS Chu, A Kumar, D Lagun, AG Dimakis
arXiv preprint arXiv:2112.09061, 2021
62021
Consistent diffusion models: Mitigating sampling drift by learning to be consistent
G Daras, Y Dagan, AG Dimakis, C Daskalakis
arXiv preprint arXiv:2302.09057, 2023
42023
DataComp: In search of the next generation of multimodal datasets
SY Gadre, G Ilharco, A Fang, J Hayase, G Smyrnis, T Nguyen, R Marten, ...
arXiv preprint arXiv:2304.14108, 2023
32023
Single-Shot Adaptation using Score-Based Models for MRI Reconstruction
M Arvinte, A Jalal, G Daras, E Price, A Dimakis, JI Tamir
International Society for Magnetic Resonance in Medicine, Annual Meeting, 2022
32022
Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-Type Samplers
S Chen, G Daras, AG Dimakis
arXiv preprint arXiv:2303.03384, 2023
12023
Robust Compressed Sensing MR Imaging with Deep Generative Priors
A Jalal, M Arvinte, G Daras, E Price, A Dimakis, J Tamir
NeurIPS 2021 Workshop on Deep Learning and Inverse Problems, 2021
12021
Ambient Diffusion: Learning Clean Distributions from Corrupted Data
G Daras, K Shah, Y Dagan, A Gollakota, AG Dimakis, A Klivans
arXiv preprint arXiv:2305.19256, 2023
2023
Lovasz Theta Contrastive Learning
G Smyrnis, M Jordan, A Uppal, G Daras, AG Dimakis
2022
Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve
G Daras, N Raoof, Z Gkalitsiou, A Dimakis
Advances in Neural Information Processing Systems (NeurIPS 2022) 35, 2022
2022
Supplementary Material Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models
G Daras, A Odena, H Zhang, AG Dimakis
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