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license: cc-by-4.0
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---
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---
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license: cc-by-4.0
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language:
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- en
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pipeline_tag: robotics
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tags:
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- Grasping
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- Manipulation
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- IA
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- Transformers
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- CVAE
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---
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# **CoToGrasp: Contact-Topology-Conditioned Dexterous Grasp Synthesis via Canonical Workspace Learning**
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[Julien Mérand](https://julienmerand.github.io/portfolio/)<sup>1</sup>, [Boris Meden](https://scholar.google.com/citations?user=knXPf8oAAAAJ&hl=fr)<sup>1</sup>, [Liming Chen](https://scholar.google.com/citations?user=VOPW5YYAAAAJ&hl=fr)<sup>2</sup>, [Mathieu Grossard](mailto:mathieu.grossard@cea.fr)<sup>1</sup>
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<sup>1</sup>Université Paris-Saclay, CEA-List <sup>2</sup>École Centrale de Lyon, CNRS, LIRIS, UMR5205, Institut Universitaire de France (IUF)
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#### 19th European Conference on Computer Vision (ECCV 2026)
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[**Project Page**](https://cea-list.github.io/cotograspweb/) | [**arXiv**](https://arxiv.org/abs/2608.19776)
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**CoToGrasp** is a novel generative framework that synthesizes diverse and stable grasps strictly conditioned on specific contact topologies.
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See [https://github.com/CEA-LIST/CoToGrasp](https://github.com/CEA-LIST/CoToGrasp) for full code and instructions.
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Your directory tree should strictly follow this structure:
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```bash
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# Model Checkpoints
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COTOGRASP # Main folder
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├── ...
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├── logs # ckpts folder
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├── allegro_right_goag_dgcnn_types_2_0209
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└── shadowhand_goag_dgcnn_types_2_0128
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└── ...
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# Dataset Directory
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COTOGRASP_DATA
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├── handprints
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├── pointclouds
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├── dexgraspnet
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├── multidex
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├── contactdb
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└── ycb
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├── urdf
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├── objects
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├── dexgraspnet
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├── multidex
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└── robot
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└── workspaces
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```
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