Mattia Rossi
5 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
CVPR (2)
ECCV (1)
ICCV (1)
WACV (1)
Top co-authors
Keywords
depth estimation
(2)
3d reconstruction
(1)
reinforcement learning
(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)
piece-wise planar
(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
S-TREK: Sequential Translation and Rotation Equivariant Keypoints for Local Feature Extraction
ICCV 2023
DELS-MVS: Deep Epipolar Line Search for Multi-View Stereo
WACV 2023
Joint Graph-Based Depth Refinement and Normal Estimation
CVPR 2020