Mattia Rossi

5 papers · 2020–2025 · 4 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 🐣 Hot Topic Early Bird

Venues

CVPR (2) ECCV (1) ICCV (1) WACV (1)

Top co-authors

Andreas Kuhn (4) Emanuele Santellani (3) Christian Sormann (3) Friedrich Fraundorfer (3) Pascal Frossard (1) Martin Zach (1) Pietro Zanuttigh (1) Federico Lincetto (1) Gianluca Agresti (1) Mireille El Gheche (1)

Research topics

Computer Vision (3) Analysis (3) Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types (1) Optimization (1) Optimization & Theory (1) Processing (1)

Keywords

depth estimation (2) 3d reconstruction (1) reinforcement learning (1) piecewise planar (1) cross-modal transfer (1) neural rendering (1) graph optimization (1) neural radiance field (1) multi-view stereo (1) depth refinement (1) 3d geometry (1) keypoint detection (1) rotation equivariance (1) local feature extraction (1) geometry-aware fusion (1) multimodal imaging (1) epipolar line search (1) volume rendering (1) descriptor network (1)

Papers

MultimodalStudio: A Heterogeneous Sensor Dataset and Framework for Neural Rendering across Multiple Imaging Modalities CVPR 2025 GMM-IKRS: Gaussian Mixture Models for Interpretable Keypoint Refinement and Scoring ECCV 2024 DELS-MVS: Deep Epipolar Line Search for Multi-View Stereo WACV 2023 S-TREK: Sequential Translation and Rotation Equivariant Keypoints for Local Feature Extraction ICCV 2023 Joint Graph-Based Depth Refinement and Normal Estimation CVPR 2020