Ghent University Academic Bibliography

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Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees

Toon Van Puyvelde (UGent) , M. Zareh and Chris Develder (UGent)

(2025) PROCEEDINGS OF THE 2025 THE 16TH ACM INTERNATIONAL CONFERENCE ON FUTURE AND SUSTAINABLE ENERGY SYSTEMS, E-ENERGY 2025. p.968-972
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- Journal Article
- A1
- open access
Delayed knowledge transfer : cross-modal knowledge transfer from delayed stimulus to EEG for continuous attention detection based on spike-represented EEG signals

Pengfei Sun (UGent) , Jorg De Winne, Malu Zhang, Paul Devos (UGent) and Dick Botteldooren (UGent)

(2025) NEURAL NETWORKS. 183.
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Control policy correction framework for reinforcement learning-based energy arbitrage strategies

Seyedsoroush Karimi Madahi (UGent) , Gargya Gokhale (UGent) , Marie-Sophie Verwee (UGent) , Bert Claessens (UGent) and Chris Develder (UGent)

(2024) PROCEEDINGS OF THE 15TH ACM INTERNATIONAL CONFERENCE ON FUTURE AND SUSTAINABLE ENERGY SYSTEMS, E-ENERGY 2024. p.123-133
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- Journal Article
- A1
Improving sentence representation for vietnamese natural language understanding using optimal transport

Phu Xuan-Vinh Nguyen, Hoang Thien Thu Nguyen (UGent) , Kiet Van Nguyen and Ngan Luu-Thuy Nguyen

(2023) JOURNAL OF INTELLIGENT & FUZZY SYSTEMS. 45(6). p.9277-9288
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- Journal Article
- A1
- open access
Distilling monolingual models from large multilingual transformers

Pranaydeep Singh (UGent) , Orphée De Clercq (UGent) and Els Lefever (UGent)

(2023) ELECTRONICS. 12(4).
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- Journal Article
- A1
- open access
Data-efficient sensor upgrade path using knowledge distillation

Pieter Van Molle (UGent) , Cedric De Boom, Tim Verbelen (UGent) , Bert Vankeirsbilck, Jonas De Vylder (UGent) , Bart Diricx, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2021) SENSORS. 21(19).

Academic Bibliography

Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees

Delayed knowledge transfer : cross-modal knowledge transfer from delayed stimulus to EEG for continuous attention detection based on spike-represented EEG signals

Control policy correction framework for reinforcement learning-based energy arbitrage strategies

Improving sentence representation for vietnamese natural language understanding using optimal transport

Distilling monolingual models from large multilingual transformers

Data-efficient sensor upgrade path using knowledge distillation

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