Abdul Fatir Ansari
Abdul Fatir Ansari
Machine Learning Scientist at Amazon
Verified email at - Homepage
Cited by
Cited by
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
Refining Deep Generative Models via Discriminator Gradient Flow
AF Ansari, ML Ang, H Soh
International Conference on Learning Representations (ICLR) 2021, 2021
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
Hyperprior induced unsupervised disentanglement of latent representations
AF Ansari, H Soh
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3175-3182, 2019
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
Chronos: Learning the language of time series
AF Ansari, L Stella, C Turkmen, X Zhang, P Mercado, H Shen, O Shchur, ...
arXiv preprint arXiv:2403.07815, 2024
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, 2024
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
Generative Modeling with Flow-Guided Density Ratio Learning
A Heng, AF Ansari, H Soh
arXiv preprint arXiv:2303.03714, 2023
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
Comparing and contrasting deep learning weather prediction backbones on navier-stokes dynamics
M Karlbauer, DM Robinson, AF Ansari, B Han, G Gupta, YB Wang, ...
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
Deep Generative Modeling for Images and Time Series
AF Ansari
National University of Singapore, 2022
Normalizing Flows
AF Ansari, D Hazarika, RAM Zen
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