Dalca, Adrian V.

21 publications

MIDL 2026 GEMCONT: Genetics-Based Multimodal Contrastive Learning Enhances Phenotypic Embeddings and Boosts Genetic Discovery Daniel Sens, Liubov Shilova, Adrian V. Dalca, Julia A. Schnabel, Francesco Paolo Casale

ICLR 2026 Unified Brain Surface and Volume Registration Mazdak Abulnaga, Andrew Hoopes, Malte Hoffmann, Robin Magnet, Maks Ovsjanikov, Lilla Zollei, John Guttag, Bruce Fischl, Adrian V Dalca

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

ICCV 2025 MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance Hallee E. Wong, Jose Javier Gonzalez Ortiz, John Guttag, Adrian V. Dalca

NeurIPS 2025 Pancakes: Consistent Multi-Protocol Image Segmentation Across Biomedical Domains Marianne Rakic, Siyu Gai, Etienne Chollet, John Guttag, Adrian V Dalca

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

ICLR 2024 Magnitude Invariant Parametrizations Improve Hypernetwork Learning Jose Javier Gonzalez Ortiz, John Guttag, Adrian V Dalca

ECCV 2024 ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image Hallee E. Wong, Marianne Rakic, John Guttag, Adrian V. Dalca

CVPR 2024 Tyche: Stochastic In-Context Learning for Medical Image Segmentation Marianne Rakic, Hallee E. Wong, Jose Javier Gonzalez Ortiz, Beth A. Cimini, John V. Guttag, Adrian V. Dalca

MIDL 2023 KeyMorph: Robust Multi-Modal Affine Registration via Unsupervised Keypoint Detection Evan M Yu, Alan Q Wang, Adrian V Dalca, Mert R Sabuncu

CVPR 2023 Neuralizer: General Neuroimage Analysis Without Re-Training Steffen Czolbe, Adrian V. Dalca

MIDL 2023 TopoFit: Rapid Reconstruction of Topologically-Correct Cortical Surfaces Andrew Hoopes, Juan Eugenio Iglesias, Bruce Fischl, Douglas Greve, Adrian V Dalca

ICCV 2023 UniverSeg: Universal Medical Image Segmentation Victor Ion Butoi, Jose Javier Gonzalez Ortiz, Tianyu Ma, Mert R. Sabuncu, John Guttag, Adrian V. Dalca

WACV 2022 Hyper-Convolution Networks for Biomedical Image Segmentation Tianyu Ma, Adrian V. Dalca, Mert R. Sabuncu

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

CVPR 2020 Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings Amy Zhao, Guha Balakrishnan, Kathleen M. Lewis, Fredo Durand, John V. Guttag, Adrian V. Dalca

CVPR 2019 Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation Amy Zhao, Guha Balakrishnan, Fredo Durand, John V. Guttag, Adrian V. Dalca

ICCV 2019 Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions Guha Balakrishnan, Adrian V. Dalca, Amy Zhao, John V. Guttag, Fredo Durand, William T. Freeman

CVPR 2018 An Unsupervised Learning Model for Deformable Medical Image Registration Guha Balakrishnan, Amy Zhao, Mert R. Sabuncu, John Guttag, Adrian V. Dalca

CVPR 2018 Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation Adrian V. Dalca, John Guttag, Mert R. Sabuncu

CVPR 2018 Synthesizing Images of Humans in Unseen Poses Guha Balakrishnan, Amy Zhao, Adrian V. Dalca, Frédo Durand, John Guttag