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Sicelukwanda Zwane

3 accepted papers

2025

Semantic Cross-Pose Correspondence from a Single Example

ICRA 2025

This article focuses on predicting how an object can be transformed to a semantically meaningful pose relative to another object, given only one or few examples. Current pose correspondence methods rely on vast 3D object datasets and do not actively consider semantic information, which limits the ob

Cited by 1SourceScholar
2024

Learning Dynamic Tasks on a Large-scale Soft Robot in a Handful of Trials

IROS 2024poster

Soft robots offer more flexibility, compliance, and adaptability than traditional rigid robots. They are also typically lighter and cheaper to manufacture. However, their use in real-world applications is limited due to modeling challenges and difficulties in integrating effective proprioceptive sen…

Cited by 1SourcecodeScholar
2022

One-Shot Transfer of Affordance Regions? AffCorrs!

CoRL 2022poster

In this work, we tackle one-shot visual search of object parts. Given a single reference image of an object with annotated affordance regions, we segment semantically corresponding parts within a target scene. We propose AffCorrs, an unsupervised model that combines the properties of pre-trained D…

Cited by 44SourcecodeScholar