Abdul Fatir Ansari

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Harold SohAssistant Professor at National University of SingaporePatvirtintas el. paštas comp.nus.edu.sg
Yuyang (Bernie) WangPrincipal Scientist, AWS AIPatvirtintas el. paštas mit.edu
Caner TürkmenAmazon ResearchPatvirtintas el. paštas amazon.com
Xiyuan ZhangAWS AIPatvirtintas el. paštas ucsd.edu
Michael MahoneyProfessor of Statistics, UC BerkeleyPatvirtintas el. paštas stat.berkeley.edu
Huibin ShenAmazonPatvirtintas el. paštas amazon.com
Michael Bohlke-SchneiderMachine Learning Manager at AmazonPatvirtintas el. paštas amazon.com
Syama Sundar RangapuramAmazonPatvirtintas el. paštas amazon.de
Lorenzo StellaAmazon, AWSPatvirtintas el. paštas amazon.com
Oleksandr ShchurApplied Scientist, AWS AIPatvirtintas el. paštas amazon.com
Andrew Gordon WilsonNew York UniversityPatvirtintas el. paštas cims.nyu.edu
Kari TorkkolaSenior Principal Research Scientist, Amazon.comPatvirtintas el. paštas amazon.com
Jonathan ScarlettAssociate Professor, Computer Science and Mathematics, National University of SingaporePatvirtintas el. paštas comp.nus.edu.sg
Richard KurleTechnical University MunichPatvirtintas el. paštas tum.de
Alex SmolaBoson AIPatvirtintas el. paštas smola.org
Tim JanuschowskiDatabricks (prior: Zalando, AWS/Amazon, TU Berlin, University College Cork, Zuse Institute Berlin)Patvirtintas el. paštas databricks.com
Konstantinos BenidisAmazonPatvirtintas el. paštas amazon.com
Danielle MaddixAWS AI | Stanford UniversityPatvirtintas el. paštas stanford.edu

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Abdul Fatir Ansari

Machine Learning Scientist at Amazon

Patvirtintas el. paštas amazon.com - Pagrindinis puslapis

Deep Generative Models Unsupervised Learning Time Series


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
Chronos: Learning the language of time series AF Ansari, L Stella, C Turkmen, X Zhang, P Mercado, H Shen, O Shchur, ...	231	2024
Event-driven visual-tactile sensing and learning for robots T Taunyazov, W Sng, HH See, B Lim, J Kuan, AF Ansari, BCK Tee, H Soh Robotics: Science and Systems (RSS) 2020, 2020	120	2020
Refining Deep Generative Models via Discriminator Gradient Flow AF Ansari, ML Ang, H Soh International Conference on Learning Representations (ICLR) 2021, 2021	69*	2021
Predict, refine, synthesize: Self-guiding diffusion models for probabilistic time series forecasting M Kollovieh, AF Ansari, M Bohlke-Schneider, J Zschiegner, H Wang, ... Advances in Neural Information Processing Systems 36, 28341-28364, 2023	48	2023
A characteristic function approach to deep implicit generative modeling AF Ansari, J Scarlett, H Soh Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020	40	2020
Deep explicit duration switching models for time series AF Ansari, K Benidis, R Kurle, AC Turkmen, H Soh, AJ Smola, B Wang, ... Advances in Neural Information Processing Systems 34, 29949-29961, 2021	31	2021
Hyperprior induced unsupervised disentanglement of latent representations AF Ansari, H Soh Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3175-3182, 2019	31	2019
Neural continuous-discrete state space models for irregularly-sampled time series AF Ansari, A Heng, A Lim, H Soh International Conference on Machine Learning, 926-951, 2023	19	2023
Generative modeling with flow-guided density ratio learning A Heng, AF Ansari, H Soh Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024	3*	2024
Exercise classification and event segmentation in Hammersmith Infant Neurological Examination videos AF Ansari, PP Roy, DP Dogra Machine Vision and Applications 29, 233-245, 2018	2	2018
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization L Masserano, AF Ansari, B Han, X Zhang, C Faloutsos, MW Mahoney, ... arXiv preprint arXiv:2412.05244, 2024		2024
Hard Constraint Guided Flow Matching for Gradient-Free Generation of PDE Solutions C Cheng, B Han, DC Maddix, AF Ansari, A Stuart, MW Mahoney, Y Wang arXiv preprint arXiv:2412.01786, 2024		2024
Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics M Karlbauer, DC Maddix, AF Ansari, B Han, G Gupta, Y Wang, A Stuart, ... arXiv preprint arXiv:2407.14129, 2024		2024
Event-driven visual-tactile sensing and learning for robots CK Tee, HH See, B Lim, SHH Soh, T Taunyazov, SNG Weicong, ... US Patent App. 18/010,656, 2023		2023
Deep Generative Modeling for Images and Time Series AF Ansari National University of Singapore, 2022		2022
Forecasting Needles in a Time Series Haystack DQ Xu, B Han, AF Ansari, X Zhang, S Zhang, R Sharma, Y Sun, B Wang, ...
ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables SP Arango, P Mercado, S Kapoor, AF Ansari, L Stella, H Shen, ... The 28th International Conference on Artificial Intelligence and Statistics, 0
Normalizing Flows AF Ansari, D Hazarika, RAM Zen

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