Mark Matthews

5 papers · 2022–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14)

Venues

CVPR (3) ICCV (2)

Top co-authors

Andrea Tagliasacchi (4) Dmitry Lagun (4) Kwang Moo Yi (2) Sara Sabour (1) Daniel Rebain (1) Fredo Durand (1) Xuhui Jia (1) Cristina N. Vasconcelos (1) Shakiba Kheradmand (1) Saurabh Saxena (1)

Research topics

Computer Vision (5) Deep Learning (4) Generation (4) Analysis (3) Models (3) Processing (3) Artificial Intelligence (1) Computer Science (1) Machine Learning (1) Applications (1) Architectures (1) Core AI (1) Optimization & Theory (1)

Keywords

volume rendering (1) 3d reconstruction (1) image generation (1) structure from motion (1) image editing (1) computer graphics (1) image super-resolution (1) monte carlo estimation (1) motion segmentation (1) optical flow (1) generative model (1) diffusion model (1) text-to-image model (1) 3d gaussian splatting (1) neural radiance field (1) novel view synthesis (1) parameter efficiency (1) neural field (1) monte carlo estimator (1) epipolar geometry (1)

Papers

RoMo: Robust Motion Segmentation Improves Structure from Motion ICCV 2025 StochasticSplats: Stochastic Rasterization for Sorting-Free 3D Gaussian Splatting ICCV 2025 Alchemist: Parametric Control of Material Properties with Diffusion Models CVPR 2024 CUF: Continuous Upsampling Filters CVPR 2023 LOLNerf: Learn From One Look CVPR 2022