Matthew Amodio

3 papers · 2018–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🚀 Conference Pioneer

Venues

CVPR (1) ICML (1) MICCAI (1)

Top co-authors

Smita Krishnaswamy (3) Arman Avesta (1) Jay C. Wang (1) Lucian V. Del Priore (1) Feng Gao (1) Chen Liu (1) Liangbo L. Shen (1) Sanjay Aneja (1)

Research topics

Machine Learning (2) Computer Vision (1) Deep Learning (1) Healthcare & Medicine (1) Application Areas (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1) Research (1)

Keywords

generative adversarial network (2) image translation (1) image-to-image translation (1) latent space (1) cycle consistency (1) manifold alignment (1) siamese network (1) multi-omics integration (1) siames network (1) single-cell biology (1) biological manifold (1) genomic measurement (1) image generation (1) proteomic measurement (1)

Papers

CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation MICCAI 2024 TraVeLGAN: Image-To-Image Translation by Transformation Vector Learning CVPR 2019 MAGAN: Aligning Biological Manifolds ICML 2018