Damien ROBERT drprojects

🌲

Postdoctoral researcher at @ecovision-uzh. Machine learning for environmental applications.

160 followers · 28 following

University of Zurich
Switzerland
drprojects.github.io
https://orcid.org/0000-0003-0983-7053
https://scholar.google.com/citations?user=Bmgo5wMAAAAJ

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drprojects/README.md

Damien Robert

Postdoctoral researcher · EcoVision lab · University of Zurich

Deep learning for the environment

🤖️ deep learning ⚡ efficient ML 🕸️ graphs
for
☁️ 3D point clouds 🛰️ remote sensing 🌳 vegetation mapping 🦜 species distribution

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superpoint_transformer superpoint_transformer Public

Official PyTorch implementation of Superpoint Transformer [ICCV'23], SuperCluster [3DV'24 Oral], and EZ-SP [ICRA'26]

Python 1.1k 139
prs-eth/LitePT prs-eth/LitePT Public

[CVPR 2026 Highlight] LitePT: Lighter Yet Stronger Point Transformer

Python 453 46
DeepViewAgg DeepViewAgg Public

[CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"

Python 237 24
torch-graph-components torch-graph-components Public

Fast GPU graph components and partitioning algorithms for PyTorch

Python 17
point_geometric_features point_geometric_features Public

Python wrapper around C++ utilities for computing neighbors and local geometric features of a point cloud

C++ 75 8
nora nora Public

A python-populated Notion template to help you keep track of the papers you read 📜, their authors 👤, your notes 📝, and more 🔥

Python 54 3

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