Dey, Neel

11 publications

ICLR 2025 Learning General-Purpose Biomedical Volume Representations Using Randomized Synthesis Neel Dey, Benjamin Billot, Hallee E. Wong, Clinton Wang, Mengwei Ren, Ellen Grant, Adrian V Dalca, Polina Golland

CVPR 2025 MultiMorph: On-Demand Atlas Construction S. Mazdak Abulnaga, Andrew Hoopes, Neel Dey, Malte Hoffmann, Bruce Fischl, John Guttag, Adrian Dalca

NeurIPS 2025 PolyPose: Deformable 2D/3D Registration via Polyrigid Transformations Vivek Gopalakrishnan, Neel Dey, Polina Golland

WACV 2024 AnyStar: Domain Randomized Universal Star-Convex 3D Instance Segmentation Neel Dey, Mazdak Abulnaga, Benjamin Billot, Esra Abaci Turk, Ellen Grant, Adrian V. Dalca, Polina Golland

NeurIPS 2024 Equivariant Spatio-Hemispherical Networks for Diffusion MRI Deconvolution Axel Elaldi, Guido Gerig, Neel Dey

CVPR 2024 Intraoperative 2D/3D Image Registration via Differentiable X-Ray Rendering Vivek Gopalakrishnan, Neel Dey, Polina Golland

MIDL 2024 Network Conditioning for Synergistic Learning on Partial Annotations Benjamin Billot, Neel Dey, Esra Abaci Turk, Ellen Grant, Polina Golland

WACV 2023 DSFormer: A Dual-Domain Self-Supervised Transformer for Accelerated Multi-Contrast MRI Reconstruction Bo Zhou, Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka

NeurIPS 2022 Local Spatiotemporal Representation Learning for Longitudinally-Consistent Neuroimage Analysis Mengwei Ren, Neel Dey, Martin Styner, Kelly Botteron, Guido Gerig

ICCV 2021 Generative Adversarial Registration for Improved Conditional Deformable Templates Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig

ICLR 2021 Group Equivariant Generative Adversarial Networks Neel Dey, Antong Chen, Soheil Ghafurian