Alon Harell

2 accepted papers

2026

Lossy Common Information in a Learnable Gray-Wyner Network

Anderson de Andrade, Alon Harell, Ivan V. Bajic

ICLR 2026poster

Many computer vision tasks share substantial overlapping information, yet conventional codecs tend to ignore this, leading to redundant and inefficient representations. The Gray-Wyner network, a classical concept from information theory, offers a principled framework for separating common and task-s…

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2019

Wavenilm: A Causal Neural Network for Power Disaggregation from the Complex Power Signal

Alon Harell, Stephen Makonin, Ivan V. Bajic

ICASSP 2019accepted

Non-intrusive load monitoring (NILM) helps meet energy conservation goals by estimating individual appliance power usage from a single aggregate measurement. Deep neural networks have become increasingly popular in attempting to solve NILM problems; however, many of them are not causal which is impo…

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