Search Results for author: Isuru Dissanayake

Found 2 papers, 2 papers with code

3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation

1 code implementation • 17 Nov 2022 • Amaya Dharmasiri, Dinithi Dissanayake, Mohamed Afham, Isuru Dissanayake, Ranga Rodrigo, Kanchana Thilakarathna

However, most models do not offer controllability to manipulate the shape semantics of component object parts without extensive semantic attribute labels or other reference point clouds.

Attribute Disentanglement +1

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Code

CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding

1 code implementation • CVPR 2022 • Mohamed Afham, Isuru Dissanayake, Dinithi Dissanayake, Amaya Dharmasiri, Kanchana Thilakarathna, Ranga Rodrigo

Manual annotation of large-scale point cloud dataset for varying tasks such as 3D object classification, segmentation and detection is often laborious owing to the irregular structure of point clouds.

Ranked #2 on Few-Shot 3D Point Cloud Classification on ScanObjectNN 10-way (10-shot)

3D Object Classification 3D Point Cloud Linear Classification +3

226

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Code

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