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Ayca Takmaz

5 papers · 2023–2025 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (1) ECCV (1) ICCV (1) ICML (1) NeurIPS (1)

Top co-authors

Francis Engelmann (4) Federico Tombari (3) Marc Pollefeys (3) Robert Sumner (3) Laura Leal-Taixé (1) Shiji Song (1) Tim Meinhardt (1) Songyou Peng (1) Neehar Peri (1) Cristiano Saltori (1)

Research topics

Computer Vision (4) Analysis (3) Machine Learning (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Core AI (1) Domain-Specific (1) Learning Types · Deep Learning (1) Processing (1)

Keywords

instance segmentation (2) semantic segmentation (1) motion estimation (1) multi-view fusion (1) point cloud (1) 3d scene understanding (1) synthetic data (1) open-vocabulary segmentation (1) 3d semantic segmentation (1) natural language description (1) temporal context (1) shape completion (1) affordance understanding (1) object interaction (1) 3d instance segmentation (1) functionality segmentation (1) human segmentation (1) affordance segmentation (1) lid ar (1) interaction annotation (1)

Papers

Towards Learning to Complete Anything in Lidar ICML 2025 SceneFun3D: Fine-Grained Functionality and Affordance Understanding in 3D Scenes CVPR 2024 Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels ECCV 2024 3D Segmentation of Humans in Point Clouds with Synthetic Data ICCV 2023 OpenMask3D: Open-Vocabulary 3D Instance Segmentation NeurIPS 2023