| 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 | 112 | 2020 |
| Refining Deep Generative Models via Discriminator Gradient Flow AF Ansari, ML Ang, H Soh International Conference on Learning Representations (ICLR) 2021, 2021 | 64* | 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 | 48 | 2024 |
| 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 |
| 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 |
| 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 | 25 | 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, 2024 | 19 | 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 | 9 | 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 | 2* | 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 |
| 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 |
| Comparing and contrasting deep learning weather prediction backbones on navier-stokes dynamics M Karlbauer, DM Robinson, AF Ansari, B Han, G Gupta, YB Wang, ... | | 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 |
| Normalizing Flows AF Ansari, D Hazarika, RAM Zen | | |
Harold SohAssistant Professor at National University of SingaporeVerified email at comp.nus.edu.sg
