Search Results for author: Brent De Weerdt

Found 2 papers, 1 papers with code

Learned layered coding for Successive Refinement in the Wyner-Ziv Problem

no code implementations6 Nov 2023 Boris Joukovsky, Brent De Weerdt, Nikos Deligiannis

We propose a data-driven approach to explicitly learn the progressive encoding of a continuous source, which is successively decoded with increasing levels of quality and with the aid of correlated side information.

Quantization

Holistic Representation Learning for Multitask Trajectory Anomaly Detection

1 code implementation3 Nov 2023 Alexandros Stergiou, Brent De Weerdt, Nikos Deligiannis

We encode temporally occluded trajectories, jointly learn latent representations of the occluded segments, and reconstruct trajectories based on expected motions across different temporal segments.

Anomaly Detection Representation Learning +1

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