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Kangbo Lyu

3 accepted papers

2025

Learning Sparse Approximate Inverse Preconditioners for Conjugate Gradient Solvers on GPUs

NeurIPS 2025poster

The conjugate gradient solver (CG) is a prevalent method for solving symmetric and positive definite linear systems $\mathbf{Ax} = \mathbf{b}$, where effective preconditioners are crucial for fast convergence. Traditional preconditioners rely on prescribed algorithms to offer rigorous theoretical gu…

Cited by 0SourceScholar
2024

Parameterized Quasi-Physical Simulators for Dexterous Manipulations Transfer

ECCV 2024poster

"We explore the dexterous manipulation transfer problem by designing simulators. The task wishes to transfer human manipulations to dexterous robot hand simulations and is inherently difficult due to its intricate, highly-constrained, and discontinuous dynamics and the need to control a dexterous ha…

Cited by 3SourcePDFScholar
2022

HOI4D: A 4D Egocentric Dataset for Category-Level Human-Object Interaction

CVPR 2022poster

We present HOI4D, a large-scale 4D egocentric dataset with rich annotations, to catalyze the research of category-level human-object interaction. HOI4D consists of 2.4M RGB-D egocentric video frames over 4000 sequences collected by 9 participants interacting with 800 different object instances from…

Cited by 183PDFcodeScholar