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Julian Kooij

2 accepted papers

2025

VoteFlow: Enforcing Local Rigidity in Self-Supervised Scene Flow

CVPR 2025poster

Scene flow estimation aims to recover per-point motion from two adjacent LiDAR scans. However, in real-world applications such as autonomous driving, points rarely move independently of others, especially for nearby points belonging to the same object, which often share the same motion. Incorporatin…

2023

How Informative is the Approximation Error from Tensor Decomposition for Neural Network Compression?

ICLR 2023poster

Tensor decompositions have been successfully applied to compress neural networks. The compression algorithms using tensor decompositions commonly minimize the approximation error on the weights. Recent work assumes the approximation error on the weights is a proxy for the performance of the model to…

Cited by 3SourcePDFScholar