A survey of reasoning with foundation models

J Sun, C Zheng, E **e, Z Liu, R Chu, J Qiu, J Xu… - arxiv preprint arxiv …, 2023 - arxiv.org
Reasoning, a crucial ability for complex problem-solving, plays a pivotal role in various real-
world settings such as negotiation, medical diagnosis, and criminal investigation. It serves …

Mask-attention-free transformer for 3d instance segmentation

X Lai, Y Yuan, R Chu, Y Chen… - Proceedings of the …, 2023 - openaccess.thecvf.com
Recently, transformer-based methods have dominated 3D instance segmentation, where
mask attention is commonly involved. Specifically, object queries are guided by the initial …

Paris: Part-level reconstruction and motion analysis for articulated objects

J Liu, A Mahdavi-Amiri, M Savva - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
We address the task of simultaneous part-level reconstruction and motion parameter
estimation for articulated objects. Given two sets of multi-view images of an object in two …

Leia: Latent view-invariant embeddings for implicit 3d articulation

A Swaminathan, A Gupta, K Gupta, SR Maiya… - … on Computer Vision, 2024 - Springer
Abstract Neural Radiance Fields (NeRFs) have revolutionized the reconstruction of static
scenes and objects in 3D, offering unprecedented quality. However, extending NeRFs to …

OP-Align: Object-level and Part-level Alignment for Self-supervised Category-level Articulated Object Pose Estimation

Y Che, R Furukawa, A Kanezaki - European Conference on Computer …, 2024 - Springer
Category-level articulated object pose estimation focuses on the pose estimation of
unknown articulated objects within known categories. Despite its significance, this task …

MARS: multimodal active robotic sensing for articulated characterization

H Zeng, P Zhang, C Wu, J Wang, T Ye, F Li - arxiv preprint arxiv …, 2024 - arxiv.org
Precise perception of articulated objects is vital for empowering service robots. Recent
studies mainly focus on point cloud, a single-modal approach, often neglecting vital texture …

AutoURDF: Unsupervised Robot Modeling from Point Cloud Frames Using Cluster Registration

J Lin, L Zhang, K Lee, J Ning, J Goldfeder… - arxiv preprint arxiv …, 2024 - arxiv.org
Robot description models are essential for simulation and control, yet their creation often
requires significant manual effort. To streamline this modeling process, we introduce …

BUILDING INTERACTABLE REPLICAS OF COMPLEX AR-TICULATED OBJECTS VIA GAUSSIAN SPLATTING

G SPLATTING - openreview.net
Building interactable replicas of articulated objects is a key challenge in computer vision.
Existing methods often fail to effectively integrate information across different object states …