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PyPose

@pypose_org

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42

An open-source library for differentiable robotics.

Joined December 2021
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@pypose_org
PyPose
2 years
Are you ready for the next level tool of robot learning? PyPose now joins the PyTorch Ecosystem! It aims to bridge the gap between deep learning and robotics algorithms. Sounds cool, right? Try it `pip install pypose`, star it on GitHub https://t.co/4A4qaG5vSX, and learn more
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github.com
A library for differentiable robotics on manifolds. - pypose/pypose
@PyTorch
PyTorch
2 years
Introducing PyPose, one of our latest ecosystem tools ๐Ÿ”ฅ PyPose is a PyTorch-based robotics-oriented library that provides a set of tools and algorithms for connecting deep learning with physics-based optimization. Learn more ๐Ÿ‘‡ https://t.co/LyYVr7j120
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@sairlab_org
SAIR Lab
11 months
๐ŸŽ‰ Exciting News! ๐ŸŽ‰ Thrilled to share that our latest V-SLAM system, AirSLAM, has been officially accepted to IEEE Transactions on Robotics (TRO)! ๐Ÿš€ Weโ€™re proud to make this open-source for the communityโ€”feel free to download, experiment, and innovate! ๐Ÿš€ https://t.co/Y1G6z8Fl31
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@sairlab_org
SAIR Lab
1 year
As we bid farewell to 2024 and enter 2025, weโ€™re excited to share a summary of SAIR Labโ€™s key milestones from this past year: https://t.co/iP1CMDbHZr. Looking ahead, our theme for 2025 is ๐Ÿ‘‰ Transform ๐Ÿ‘ˆ. A heartfelt thank you to all our team members! ๐ŸŽ‰
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@DrChenWang
Chen Wang
1 year
What is Neural-Symbolic AI? How do we use it for Robot Autonomy? How to overcome the generalization challenge of RL and Imitation Learning? In this article ( https://t.co/kQpNZ1lec0), we introduce Imperative Learning, a Self-supervised Neural-Symbolic Framework as our answer.
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@pypose_org
PyPose
2 years
It's great to see PyPose driving forward cutting-edge research in robotics! #pypose #robotics
@sairlab_org
SAIR Lab
2 years
๐ŸŽ‰ Our work iSLAM: Imperative SLAM has been accepted to RA-L! โœจ iSLAM introduces a novel self-supervised imperative learning framework, promoting mutual correction between front-end and back-end components. ๐Ÿ”— Learn more at https://t.co/HhtE565Wmb. #SLAM #Robotics ๐Ÿค–
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@DrChenWang
Chen Wang
2 years
We are organizing an IJRR Special Issue on "Foundation Models and Neural-Symbolic AI for Robotics". IJRR is one of the top robotics journals. Guest Editors include @DrChenWang, @jiajunwu_cs, @xf1280, @l_gionfrida, Anil Bharath, Alexander Gray. Details at https://t.co/wAzkMgkMvY
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@pypose_org
PyPose
2 years
The Theme of PyPose in 2024 will be ๐Ÿ‘‰ Inclusion ๐Ÿ‘ˆ. Happy New Year!
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@sairlab_org
SAIR Lab
2 years
๐ŸšฉCheck out our latest breakthrough in Non-iterative SLAM! ๐Ÿ‘€ It's a novel visual SLAM method for warehouse robots with a single downward-facing camera leverages ground textures. ๐Ÿค– Watch our video presentation: https://t.co/odj8PPTLdc. Explore the code at:
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@sairlab_org
SAIR Lab
2 years
๐Ÿค–Don't miss this remarkable session at #ICCV23 Workshop on Robot Learning and SLAM! ๐ŸŒŸ@michaelkaess from @CarnegieMellon presents "Learning for Sonar and Radar SLAM." ๐Ÿš€ Watch the video presentation at https://t.co/FxrVaLLhKL and dive into the slides at https://t.co/p8hLAXWITt.
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@sairlab_org
SAIR Lab
2 years
๐Ÿค–Thrilled to announce @_ayoungk from @SeoulNatlUni as a speaker at #ICCV23 Workshop on Robot Learning and SLAM! ๐ŸŒŸJoin the conversation on "Advancing SLAM with Learning: Integrating High-Level Scene Understanding with Non-conventional Sensors." ๐Ÿš€ Watch the video presentation at
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@sairlab_org
SAIR Lab
2 years
๐Ÿค–Join us for an exciting session at #ICCV23 Workshop on Robot Learning and SLAM! ๐ŸŒŸ@l_gionfrida from @KingsCollegeLon presents "Advancing the Role of SLAM-Based Active Mapping in Wearable Robotics." ๐Ÿš€ Watch the video presentation at https://t.co/oefFLAgnlC and dive into the
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@sairlab_org
SAIR Lab
2 years
๐Ÿค–Exciting time at #ICCV23 Workshop on Robot Learning and SLAM: ๐ŸŒŸ @shubhtuls from @CarnegieMellon presents "Probabilistic Pose Prediction." ๐Ÿš€ Watch the video presentation at https://t.co/pPBzRPZQfY and explore the slides at https://t.co/p8hLAXWITt. Don't miss this great talk!
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@sairlab_org
SAIR Lab
2 years
๐Ÿค–Exciting news! Tim Barfoot from @UofT is a featured speaker at #ICCV23 Workshop on Robot Learning and SLAM. ๐ŸŒŸJoin him as he discusses "Learning Perception Components for Long-Term Path Following." ๐Ÿš€Watch the video presentation at https://t.co/U84qIDA0Lt and dive into the
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@sairlab_org
SAIR Lab
2 years
๐Ÿค– Get ready for an enlightening session at #ICCV23 Workshop on Robot Learning and SLAM! ๐ŸŒŸ Daniel Cremers from @TU_Muenchen presents "From Monocular SLAM to 3D Dynamic Scene Understanding." ๐Ÿš€ Watch the video presentation at https://t.co/pR5PtuCwqO and explore the slides at
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@sairlab_org
SAIR Lab
2 years
๐Ÿค– Prof. @AjdDavison from @imperialcollege is a featured speaker at #ICCV23 Workshop on Robot Learning and SLAM. ๐ŸŒŸ Join him as he delves into "Distributed Estimation and Learning for Robotics." ๐Ÿš€ Watch his video presentation at https://t.co/1kri9GpohR and explore the slides at
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@pypose_org
PyPose
2 years
PyPose and its demo application Imperative SLAM presented at the #ICCV23 Workshop!
@sairlab_org
SAIR Lab
2 years
๐ŸŒŸ Our lab leader @DrChenWang presented "Imperative SLAM and PyPose Library for Robot Learning" at #ICCV23 Workshop! ๐Ÿš€ See the video https://t.co/MNfNBQcqPm and slides https://t.co/p8hLAXWITt. ๐Ÿ” Also, find more at https://t.co/HhtE565Wmb and https://t.co/dPp7De6Yvx. ๐Ÿšฉ Don't
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@sairlab_org
SAIR Lab
2 years
๐Ÿค– Letโ€™s enjoy an extraordinary session at #ICCV23 Workshop on Robot Learning and SLAM! ๐ŸŒŸ Marc Pollefeys @mapo1 from @ETH_en presents "Visual Localization and Mapping: From Classical to Modern." ๐Ÿš€ Watch the video at https://t.co/9K73kZQ5Pj and explore the slides at
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@sairlab_org
SAIR Lab
2 years
๐Ÿค– Get ready for another remarkable session at #ICCV23 Workshop on Robot Learning and SLAM! ๐ŸŒ Ji Zhang from @CarnegieMellon dives into "From Lidar SLAM to Full-scale Autonomy and Beyond." ๐Ÿš€Don't miss out โ€“ watch the video at https://t.co/UVu8Sy8PtT and explore the slides at
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@sairlab_org
SAIR Lab
2 years
๐Ÿค–Don't miss @lucacarlone1 from @MIT as a featured speaker at #ICCV23 Workshop on Robot Learning and SLAM! ๐ŸŒJoin him on an exciting journey "From SLAM to Spatial Perception: Hierarchical Models, Certification, and Self-Supervision." ๐Ÿš€ Watch his video presentation at
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@sairlab_org
SAIR Lab
2 years
๐Ÿค–Thrilled to have @ShiboZhaoSLAM and Wenshan Wang from @AirLabCMU at @CMU_Robotics as speakers at #ICCV23 Workshop on Robot Learning and SLAM! ๐ŸŒŸ Join them for a comprehensive summary of "ICCV23 SLAM Challenge". ๐Ÿš€Watch their video presentation at https://t.co/pggI5Xpc0o and
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