Matthew J. Clarkson

5 papers · 2022–2025 · 2 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 🌉 Interdisciplinary Bridge · Bronze 🚀 Conference Pioneer

Venues

MICCAI (4) CVPR (1)

Top co-authors

Danail Stoyanov (4) Hani J. Marcus (1) Tom Vercauteren (1) Qianye Yang (1) Mobarak I. Hoque (1) Simone Foti (1) Qi Li (1) Dean C. Barratt (1) Manuel Birlo (1) Yipeng Hu (1)

Research topics

Computer Vision (1) Deep Learning (1) Machine Learning (1) Core Methods (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

self-supervised learning (1) latent representation (1) variational autoencoder (1) identity feature (1) disentanglement learning (1) 3d shape (1) latent disentanglement (1) feature swapping (1)

Papers

Endo-FASt3r: Endoscopic Foundation model Adaptation for Structure from motion MICCAI 2025 HUP-3D: A 3D multi-view synthetic dataset for assisted-egocentric hand-ultrasound-probe pose estimation MICCAI 2024 Nonrigid Reconstruction of Freehand Ultrasound without a Tracker MICCAI 2024 PitVQA: Image-grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery MICCAI 2024 3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces CVPR 2022