Transform quantization for CNN compression SI Young, W Zhe, D Taubman, B Girod
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (9), 5700-5714, 2021
66 2021 Non-line-of-sight surface reconstruction using the directional light-cone transform SI Young, DB Lindell, B Girod, D Taubman, G Wetzstein
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
62 2020 COGL: Coefficient graph laplacians for optimized JPEG image decoding SI Young, AT Naman, D Taubman
IEEE Transactions on Image Processing 28 (1), 343-355, 2018
23 2018 Gaussian lifting for fast bilateral and nonlocal means filtering SI Young, B Girod, D Taubman
IEEE Transactions on Image Processing 29, 6082-6095, 2020
15 2020 Fast optical flow extraction from compressed video SI Young, B Girod, D Taubman
IEEE Transactions on Image Processing 29, 6409-6421, 2020
15 2020 On-demand influencer discovery on social media C Zheng, Q Zhang, S Young, W Wang
Proceedings of the 29th ACM international conference on information …, 2020
14 2020 Rethinking satellite data merging: from averaging to SNR optimization S Kim, A Sharma, YY Liu, SI Young
IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021
11 2021 Supervision by Denoising SI Young, AV Dalca, E Ferrante, P Golland, CA Metzler, B Fischl, ...
arXiv preprint arXiv:2202.02952, 2022
9 2022 Rate-distortion optimized coding for efficient cnn compression W Zhe, J Lin, MS Aly, S Young, V Chandrasekhar, B Girod
2021 Data Compression Conference (DCC), 253-262, 2021
9 2021 Test4HepC: promoting hepatitis C testing to baby boomers using social media A Plant, EG Snow, JA Montoya, S Young, M Javanbakht, JD Klausner
Health Promotion Practice 21 (5), 780-790, 2020
9 2020 Graph Laplacian regularization for robust optical flow estimation SI Young, AT Naman, D Taubman
IEEE Transactions on Image Processing 29, 3970-3983, 2019
9 2019 SuperWarp: Supervised learning and warping on U-Net for invariant subvoxel-precise registration SI Young, Y Balbastre, AV Dalca, WM Wells, JE Iglesias, B Fischl
International Workshop on Biomedical Image Registration, 103-115, 2022
8 2022 Automatic segmentation of the placenta in BOLD MRI time series SM Abulnaga, SI Young, K Hobgood, E Pan, CJ Wang, PE Grant, ...
International Workshop on Preterm, Perinatal and Paediatric Image Analysis, 1-12, 2022
6 2022 Rate-distortion optimized optical flow estimation SI Young, D Taubman
2015 IEEE International Conference on Image Processing (ICIP), 1677-1681, 2015
4 2015 Solving vision problems via filtering SI Young, AT Naman, B Girod, D Taubman
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
3 2019 Optimizing block-coded motion parameters with block-partition graphs SI Young, RK Mathew, D Taubman
2016 IEEE International Conference on Image Processing (ICIP), 2037-2041, 2016
2 2016 A framework for interpretability in machine learning for medical imaging AQ Wang, BK Karaman, H Kim, J Rosenthal, R Saluja, SI Young, ...
IEEE Access, 2024
1 2024 3D analysis of dissection photographs with surface scanning and machine learning for quantitative neuropathology. H Gazula, HFJ Tregidgo, B Billot, Y Balbastre, J William-Ramirez, ...
Biorxiv: the Preprint Server for Biology, 2023
1 2023 SUD : Supervision by Denoising Diffusion Models for Image Reconstruction MA Chan, SI Young, CA Metzler
arXiv preprint arXiv:2303.09642, 2023
1 2023 Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI P Laso, S Cerri, A Sorby-Adams, J Guo, F Mateen, P Goebl, J Wu, P Liu, ...
arXiv preprint arXiv:2312.05119, 2023
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