What makes ImageNet good for transfer learning? M Huh, P Agrawal, AA Efros arXiv preprint arXiv:1608.08614, 2016 | 814 | 2016 |
Fighting fake news: Image splice detection via learned self-consistency M Huh, A Liu, A Owens, AA Efros Proceedings of the European conference on computer vision (ECCV), 101-117, 2018 | 478 | 2018 |
Multi-view to novel view: Synthesizing novel views with self-learned confidence SH Sun, M Huh, YH Liao, N Zhang, JJ Lim Proceedings of the European Conference on Computer Vision (ECCV), 155-171, 2018 | 151 | 2018 |
Transforming and projecting images into class-conditional generative networks M Huh, R Zhang, JY Zhu, S Paris, A Hertzmann Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 102 | 2020 |
The low-rank simplicity bias in deep networks M Huh, H Mobahi, R Zhang, B Cheung, P Agrawal, P Isola arXiv preprint arXiv:2103.10427, 2021 | 93 | 2021 |
Learning to ground multi-agent communication with autoencoders T Lin, J Huh, C Stauffer, SN Lim, P Isola Advances in Neural Information Processing Systems 34, 15230-15242, 2021 | 46 | 2021 |
Ultrasonic sculpting of virtual optical waveguides in tissue M Chamanzar, MG Scopelliti, J Bloch, N Do, M Huh, D Seo, J Iafrati, ... Nature communications 10 (1), 92, 2019 | 42 | 2019 |
Feedback adversarial learning: Spatial feedback for improving generative adversarial networks M Huh, SH Sun, N Zhang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 29 | 2019 |
Straightening out the straight-through estimator: Overcoming optimization challenges in vector quantized networks M Huh, B Cheung, P Agrawal, P Isola International Conference on Machine Learning, 14096-14113, 2023 | 15 | 2023 |
The platonic representation hypothesis M Huh, B Cheung, T Wang, P Isola arXiv preprint arXiv:2405.07987, 2024 | 7 | 2024 |
Training neural networks from scratch with parallel low-rank adapters M Huh, B Cheung, J Bernstein, P Isola, P Agrawal arXiv preprint arXiv:2402.16828, 2024 | 3 | 2024 |
Totems: Physical objects for verifying visual integrity J Ma, L Chai, M Huh, T Wang, SN Lim, P Isola, A Torralba European Conference on Computer Vision, 164-180, 2022 | 3 | 2022 |
Virtual Acousto-optic Beam Paths for Steerable Deep-tissue Optical Stimulation and Imaging M Chamanzar, M Huh, N DO, MR Alam, M Maharbiz CLEO: QELS_Fundamental Science, JW2A. 90, 2015 | 1 | 2015 |
Scalable Optimization in the Modular Norm T Large, Y Liu, M Huh, H Bahng, P Isola, J Bernstein arXiv preprint arXiv:2405.14813, 2024 | | 2024 |
Position: The Platonic Representation Hypothesis M Huh, B Cheung, T Wang, P Isola Forty-first International Conference on Machine Learning, 0 | | |