עקוב אחר
Rumen Dangovski
Rumen Dangovski
Google DeepMind
כתובת אימייל מאומתת בדומיין mit.edu - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
DiffCSE: Difference-based contrastive learning for sentence embeddings‏
YS Chuang, R Dangovski, H Luo, Y Zhang, S Chang, M Soljačić, SW Li, ...‏
arXiv preprint arXiv:2204.10298, 2022‏
2232022
Equivariant contrastive learning‏
R Dangovski, L Jing, C Loh, S Han, A Srivastava, B Cheung, P Agrawal, ...‏
arXiv preprint arXiv:2111.00899, 2021‏
1392021
Optoelectronic computing systems‏
Y Shen, H Meng, L Jing, R Dangovski, P Xie, M Khoury, CK Lu, R Gagnon, ...‏
US Patent 11,734,555, 2023‏
562023
Rotational unit of memory: a novel representation unit for RNNs with scalable applications‏
R Dangovski, L Jing, P Nakov, M Tatalović, M Soljačić‏
Transactions of the Association for Computational Linguistics 7, 121-138, 2019‏
44*2019
Occamnet: A fast neural model for symbolic regression at scale‏
O Dugan, R Dangovski, A Costa, S Kim, P Goyal, J Jacobson, M Soljačić‏
arXiv preprint arXiv:2007.10784, 2020‏
332020
Discovering conservation laws using optimal transport and manifold learning‏
PY Lu, R Dangovski, M Soljačić‏
Nature Communications 14 (1), 4744, 2023‏
202023
We Can Explain Your Research in Layman's Terms: Towards Automating Science Journalism at Scale‏
R Dangovski, M Shen, D Byrd, L Jing, D Tsvetkova, P Nakov, M Soljačić‏
Proceedings of the AAAI Conference on Artificial Intelligence 35 (14), 12728 …, 2021‏
192021
Surrogate-and invariance-boosted contrastive learning for data-scarce applications in science‏
C Loh, T Christensen, R Dangovski, S Kim, M Soljačić‏
Nature Communications 13 (1), 4223, 2022‏
162022
Weitzenböck derivations of free metabelian Lie algebras‏
R Dangovski, V Drensky, Ş Fındık‏
Linear Algebra and its Applications 439 (10), 3279-3296, 2013‏
162013
W.-t. Yih, Y. Kim, and J. Glass,“Diffcse: Differencebased contrastive learning for sentence embeddings,”‏
YS Chuang, R Dangovski, H Luo, Y Zhang, S Chang, M Soljacic, SW Li‏
arXiv preprint arXiv:2204.10298, 2022‏
142022
On the maximal containments of lower central series ideals‏
RR Dangovski‏
arXiv preprint arXiv:1509.08030, 2015‏
112015
Optoelectronic computing systems‏
Y Shen, H Meng, L Jing, R Dangovski, P Xie, M Khoury, CK Lu, R Gagnon, ...‏
US Patent 11,907,832, 2024‏
102024
Supplementary Information: Mitigating Confirmation Bias in Semi-supervised Learning via Efficient Bayesian Model Averaging‏
C Loh, R Dangovski‏
Transactions on Machine Learning Research, 2023‏
10*2023
Koopman operator learning for accelerating quantum optimization and machine learning‏
D Luo, J Shen, R Dangovski, M Soljacic‏
102022
Q-flow: generative modeling for differential equations of open quantum dynamics with normalizing flows‏
OM Dugan, PY Lu, R Dangovski, D Luo, M Soljacic‏
International Conference on Machine Learning, 8879-8901, 2023‏
92023
Optoelectronic computing systems‏
Y Shen, L Jing, R Dangovski, P Xie, H Meng, M Khoury, CK Lu, R Gagnon, ...‏
US Patent 11,687,767, 2023‏
82023
Photonic probabilistic machine learning using quantum vacuum noise‏
S Choi, Y Salamin, C Roques-Carmes, R Dangovski, D Luo, Z Chen, ...‏
Nature Communications 15 (1), 7760, 2024‏
62024
Optoelectronic computing systems‏
Y Shen, H Meng, L Jing, R Dangovski, P Xie, M Khoury, CK Lu, R Gagnon, ...‏
US Patent 12,001,946, 2024‏
62024
Multi-symmetry ensembles: improving diversity and generalization via opposing symmetries‏
C Loh, S Han, S Sudalairaj, R Dangovski, K Xu, F Wenzel, M Soljacic, ...‏
International Conference on Machine Learning, 22614-22630, 2023‏
62023
Model stitching: Looking for functional similarity between representations‏
A Hernandez, R Dangovski, PY Lu, M Soljacic‏
arXiv preprint arXiv:2303.11277, 2023‏
62023
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20