Ali Taylan Cemgil
Ali Taylan Cemgil
Research Scientist, DeepMind UK
Verified email at - Homepage
Cited by
Cited by
Bayesian inference for nonnegative matrix factorisation models
AT Cemgil
Computational intelligence and neuroscience 2009 (1), 785152, 2009
Bayesian time series models
D Barber, AT Cemgil, S Chiappa
Cambridge University Press, 2011
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
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
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
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
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
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
Nonnegative matrix factorizations as probabilistic inference in composite models
C Févotte, AT Cemgil
2009 17th European Signal Processing Conference, 1913-1917, 2009
Monte Carlo methods for tempo tracking and rhythm quantization
AT Cemgil, B Kappen
Journal of artificial intelligence research 18, 45-81, 2003
Rhythm quantization for transcription
AT Cemgil, P Desain, B Kappen
Computer Music Journal 24 (2), 60-76, 2000
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
Importance sampling for model-based reinforcement learning
O Sönmez, AT Cemgil
2012 20th Signal Processing and Communications Applications Conference (SIU …, 2012
Generalised coupled tensor factorisation
K Yılmaz, A Cemgil, U Simsekli
Advances in neural information processing systems 24, 2011
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
Model-based localization and tracking using bluetooth low-energy beacons
FS Daniş, AT Cemgil
Sensors 17 (11), 2484, 2017
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
Bayesian music transcription
AT Cemgil
[Sl]:[Sn], 2004
Graphical models for time-series
D Barber, AT Cemgil
IEEE Signal Processing Magazine 27 (6), 18-28, 2010
Bayesian Modelling of Temporal Structure in Musical Audio.
N Whiteley, AT Cemgil, SJ Godsill
ISMIR, 29-34, 2006
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