Ali Taylan Cemgil
- Signal Processing top 0.5%
- Computer Vision and Pattern Recognition top 2%
- Artificial Intelligence top 2%
- Computational Mechanics top 5%
- Cognitive Neuroscience top 10%
- Co-authors
- Bert KappenSimon GodsillUmut ŞimşekliDavid BarberBeyza ErmişPeter DesainEvrim AcarHilbert J. Kappen
- Topics
- Speech and Audio Processing (64 papers)Music and Audio Processing (54 papers)Blind Source Separation Techniques (27 papers)
- Partner nations
- TürkiyeUnited KingdomNetherlands
In The Last Decade
Ali Taylan Cemgil
140 papers receiving 1.7k citations
Hit Papers
Peers
Comparison fields: 5 of 122
- Signal Processing 989
- Computer Vision and Pattern Recognition 601
- Artificial Intelligence 524
- Computational Mechanics 198
- Cognitive Neuroscience 161
Countries citing papers authored by Ali Taylan Cemgil
This map shows the geographic impact of Ali Taylan Cemgil's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ali Taylan Cemgil with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ali Taylan Cemgil more than expected).
Fields of papers citing papers by Ali Taylan Cemgil
This network shows the impact of papers produced by Ali Taylan Cemgil. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ali Taylan Cemgil. The network helps show where Ali Taylan Cemgil may publish in the future.
Co-authorship network of co-authors of Ali Taylan Cemgil
This figure shows the co-authorship network connecting the top 25 collaborators of Ali Taylan Cemgil. A scholar is included among the top collaborators of Ali Taylan Cemgil based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ali Taylan Cemgil. Ali Taylan Cemgil is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 0 | |
| 2 | 0 | |
| 3 | Unbiased Gradient Estimation for Variational Auto-Encoders using Coupled Markov Chains | 1 |
| 4 | 2 | |
| 5 | Adversarially Robust Representations with Smooth Encoders | 5 |
| 6 | 4 | |
| 7 | 1 | |
| 8 | 7 | |
| 9 | 4 | |
| 10 | 26 | |
| 11 | Liver CT Annotation via Generalized Coupled Tensor Factorization. | 5 |
| 12 | 12 | |
| 13 | Learning the beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models | 12 |
| 14 | Large scale polyphonic music transcription using randomized matrix decompositions | 5 |
| 15 | Bayesian interpolation in a dynamic sinusoidal model with application to packet-loss concealment | 3 |
| 16 | Polyphonic Pitch Identification and Bayesian Inference | 2 |
| 17 | Integrating tempo tracking and quantization using particle filtering | 1 |
| 18 | Bayesian real-time adaptation for interactive performance systems | 1 |
| 19 | Tempo tracking and rhythm quantization by sequential Monte Carlo | 5 |
| 20 | Robust Time-quantization for Music, from Performance to Score | 2 |
About Ali Taylan Cemgil
Ali Taylan Cemgil is a scholar working on Computational Mathematics, Signal Processing and Artificial Intelligence, having authored 149 papers that have together received 1.9k indexed citations. Recurring topics across this work include Speech and Audio Processing (64 papers), Music and Audio Processing (54 papers) and Blind Source Separation Techniques (27 papers). The work is most often cited by research in Computational Mathematics (159 citations), Signal Processing (989 citations) and Computer Vision and Pattern Recognition (601 citations). Ali Taylan Cemgil has collaborated with scholars based in Türkiye, United Kingdom and Netherlands. Frequent co-authors include Bert Kappen, Simon Godsill, Umut Şimşekli, David Barber, Beyza Ermiş, Peter Desain, Evrim Acar, Hilbert J. Kappen, Tuomas Virtanen and Henkjan Honing. Their work appears in journals such as Nature Medicine, Bioinformatics and PLoS ONE.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.