Invertible generative models for inverse problems: mitigating representation error and dataset bias M Asim, M Daniels, O Leong, A Ahmed, P Hand International conference on machine learning, 399-409, 2020 | 150 | 2020 |
Score-based Generative Neural Networks for Large-Scale Optimal Transport M Daniels, T Maunu, P Hand Advances in Neural Information Processing Systems 34, 2021 | 54 | 2021 |
Generator surgery for compressed sensing N Smedemark-Margulies, JY Park, M Daniels, R Yu, JW van de Meent, ... arXiv preprint arXiv:2102.11163, 2021 | 5 | 2021 |
Reducing the Representation Error of GAN Image Priors Using the Deep Decoder M Daniels, P Hand, R Heckel arXiv preprint arXiv:2001.08747, 2020 | 2 | 2020 |
Generator surgery for compressed sensing JY Park, N Smedemark-Margulies, M Daniels, R Yu, JW Van De Meent, ... NeurIPS 2020 Workshop on Deep Learning and Inverse Problems, 2020 | 2 | 2020 |
Multi-layer state evolution under random convolutional design M Daniels, C Gerbelot, F Krzakala, L Zdeborová Advances in Neural Information Processing Systems 35, 7089-7102, 2022 | 1 | 2022 |
Score-based Generative Neural Networks for Large-Scale Optimal Transport M Daniels, T Maunu, P Hand ArXiv. org, 2022 | 1 | 2022 |