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Ali Taylan Cemgil
Ali Taylan Cemgil
Research Scientist, DeepMind UK
Adresse e-mail validée de google.com - Page d'accueil
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Année
Bayesian inference for nonnegative matrix factorisation models
AT Cemgil
Computational intelligence and neuroscience 2009 (1), 785152, 2009
5562009
Bayesian time series models
D Barber, AT Cemgil, S Chiappa
Cambridge University Press, 2011
4092011
Contrastive training for improved out-of-distribution detection
J Winkens, R Bunel, AG Roy, R Stanforth, V Natarajan, JR Ledsam, ...
arXiv preprint arXiv:2007.05566, 2020
2712020
On tempo tracking: Tempogram representation and Kalman filtering
AT Cemgil, B Kappen, P Desain, H Honing
Journal of New Music Research 29 (4), 259-273, 2000
2662000
A fine-grained analysis on distribution shift
O Wiles, S Gowal, F Stimberg, S Alvise-Rebuffi, I Ktena, K Dvijotham, ...
arXiv preprint arXiv:2110.11328, 2021
2462021
Bayesian extensions to non-negative matrix factorisation for audio signal modelling
T Virtanen, AT Cemgil, S Godsill
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
2052008
Faster sorting algorithms discovered using deep reinforcement learning
DJ Mankowitz, A Michi, A Zhernov, M Gelmi, M Selvi, C Paduraru, ...
Nature 618 (7964), 257-263, 2023
1982023
A generative model for music transcription
AT Cemgil, HJ Kappen, D Barber
IEEE Transactions on Audio, Speech, and Language Processing 14 (2), 679-694, 2006
1852006
Link prediction in heterogeneous data via generalized coupled tensor factorization
B Ermiş, E Acar, AT Cemgil
Data Mining and Knowledge Discovery 29, 203-236, 2015
1702015
Nonnegative matrix factorizations as probabilistic inference in composite models
C Févotte, AT Cemgil
2009 17th European Signal Processing Conference, 1913-1917, 2009
1582009
Monte Carlo methods for tempo tracking and rhythm quantization
AT Cemgil, B Kappen
Journal of artificial intelligence research 18, 45-81, 2003
1482003
Rhythm quantization for transcription
AT Cemgil, P Desain, B Kappen
Computer Music Journal 24 (2), 60-76, 2000
1372000
Importance sampling for model-based reinforcement learning
O Sönmez, AT Cemgil
2012 20th Signal Processing and Communications Applications Conference (SIU …, 2012
1352012
Morphology of the mandibular fossa and inclination of the articular eminence in patients with internal derangement and in symptom-free volunteers
T Sülün, T Cemgil, JMP Duc, P Rammelsberg, L Jäger, W Gernet
Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology, and …, 2001
1352001
Generalised coupled tensor factorisation
K Yılmaz, A Cemgil, U Simsekli
Advances in neural information processing systems 24, 2011
1282011
Does your dermatology classifier know what it doesn’t know? detecting the long-tail of unseen conditions
AG Roy, J Ren, S Azizi, A Loh, V Natarajan, B Mustafa, N Pawlowski, ...
Medical Image Analysis 75, 102274, 2022
1232022
Model-based localization and tracking using bluetooth low-energy beacons
FS Daniş, AT Cemgil
Sensors 17 (11), 2484, 2017
1192017
Bayesian music transcription
AT Cemgil
[Sl]:[Sn], 2004
1032004
Bayesian Modelling of Temporal Structure in Musical Audio.
N Whiteley, AT Cemgil, SJ Godsill
ISMIR, 29-34, 2006
972006
Graphical models for time-series
D Barber, AT Cemgil
IEEE Signal Processing Magazine 27 (6), 18-28, 2010
932010
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