1.9k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Georges Kaddoum6 profiles32 · h 49
- Ismail Ben Ayed3 profiles30 · h 52
- P. Giard28 · h 18
- R. Sabourin28 · h 58
- J. Dolz26 · h 43
- Christian Desrosiers2 profiles24 · h 37
- Eric Granger2 profiles20 · h 32
- F. Gagnon17 · h 32
- Rafael M. O. Cruz17 · h 22
- M. Cheriet15 · h 51
- C. Thibeault14 · h 21
- Marco Pedersoli3 profiles14 · h 20
- Université du Québec à MontréalCA58 papers
- McGill UniversityCA38 papers
- Polytechnique MontréalCA25 papers
- Universidade Federal de PernambucoBR17 papers
- Université du QuébecCA14 papers
- Université de MontréalCA13 papers
- Centre National de la Recherche ScientifiqueFR11 papers
- University of OttawaCA11 papers
- Carleton UniversityCA10 papers
- Guilin University of Electronic TechnologyCN10 papers
- Concordia UniversityCA9 papers
- École Polytechnique Fédérale de LausanneCH9 papers
Showing 2026 · cs.LGShow all
2 papers · 2 filters
cs.LG2026
Generalizing HVAC Control With Domain Randomized Reinforcement Learning
Pablo Boitel, Kun Zhang
Deploying advanced HVAC (Heating, Ventilation and Air Conditioning) controllers at scale remains difficult because performance often depends on accurate building models or per-site…
cs.LG2026
XMix: Combating Extremely Noisy Labels via Local Smoothness in Self-Supervised Feature Space
Chengqi Li, Yangdi Lu, Zhihao Shi +3
Supervised deep learning models rely on large, accurately labeled datasets, yet noisy annotations are often unavoidable and can severely degrade performance under high noise levels…