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Koichiro Niinuma

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Preprint Oct 2026

Feeling Through the Load: Compliant Quadruped Locomotion under Payload Interactions

Quadruped robots are increasingly expected to carry objects while moving through human environments. But what happens when a person interacts directly with the payload rather than with the robot? If the payload is unrestrained, the robot must distinguish intentional external interactions from ordinary payload motion, w...

Shaunak A. Mehta, Mayank Mishra, Prajit KrisshnaKumar et al. · 0 citations
#machine learning Preprint Sep 2026

Full-Covariance Smoothing of Bayesian Neural Networks for Online Adaptation

A one-step-per-layer smoother that approximates as Gaussian only each layer's affine output is derived that applies both to deterministic systems with noisy observations and to stochastic systems described by output statistics.

Oren Wright, Hao-Ming Jing, Qiao-An Shen et al. · 0 citations
#computer vision Preprint Aug 2026

SemanticSlider3D: Training-Free Continuous Semantic Editing for 3D Objects

SemanticSlider3D is presented, a technique for continuous semantic attribute editing of 3D objects that requires no per-attribute training and supported decision-making in 3D prototyping and was perceived as a valuable addition to existing workflows.

Ru Wang, Rahul Jain, Koichiro Niinuma et al. · 0 citations

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