Abdul Fatir Ansari

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Diffusion Model

Top Venues

Publications

Abdul Fatir Ansari, Lorenzo Stella, Ali Caner Türkmen, Xiyuan Zhang, Pedro Mercado, Huibin Shen, Oleksandr Shchur, Syama Sundar Rangapuram, Sebastian Pineda-Arango, Shubham Kapoor, Jasper Zschiegner, Danielle C. Maddix, Michael W. Mahoney, Kari Torkkola, Andrew Gordon Wilson, Michael Bohlke-Schneider, Yuyang Wang
Chronos: Learning the Language of Time Series. CoRR (2024)
Matthias Karlbauer, Danielle C. Maddix, Abdul Fatir Ansari, Boran Han, Gaurav Gupta, Yuyang Wang, Andrew Stuart, Michael W. Mahoney
Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics. CoRR (2024)
Alvin Heng, Abdul Fatir Ansari, Harold Soh
Generative Modeling with Flow-Guided Density Ratio Learning. CoRR (2023)
Abdul Fatir Ansari, Alvin Heng, Andre Lim, Harold Soh
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series. CoRR (2023)
Abdul Fatir Ansari, Alvin Heng, Andre Lim, Harold Soh
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series. ICML (2023)
Marcel Kollovieh, Abdul Fatir Ansari, Michael Bohlke-Schneider, Jasper Zschiegner, Hao Wang, Yuyang Wang
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting. NeurIPS (2023)
Marcel Kollovieh, Abdul Fatir Ansari, Michael Bohlke-Schneider, Jasper Zschiegner, Hao Wang, Yuyang Wang
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting. CoRR (2023)
Abdul Fatir Ansari, Ming Liang Ang, Harold Soh
Refining Deep Generative Models via Discriminator Gradient Flow. ICLR (2021)
Abdul Fatir Ansari, Konstantinos Benidis, Richard Kurle, Ali Caner Türkmen, Harold Soh, Alexander J. Smola, Yuyang Wang, Tim Januschowski
Deep Explicit Duration Switching Models for Time Series. CoRR (2021)
Abdul Fatir Ansari, Konstantinos Benidis, Richard Kurle, Ali Caner Türkmen, Harold Soh, Alexander J. Smola, Bernie Wang, Tim Januschowski
Deep Explicit Duration Switching Models for Time Series. NeurIPS (2021)
Tasbolat Taunyazov, Weicong Sng, Brian Lim, Hian-Hian See, Jethro Kuan, Abdul Fatir Ansari, Benjamin C. K. Tee, Harold Soh
Event-Driven Visual-Tactile Sensing and Learning for Robots. Robotics: Science and Systems (2020)
Tasbolat Taunyazov, Weicong Sng, Hian-Hian See, Brian Lim, Jethro Kuan, Abdul Fatir Ansari, Benjamin C. K. Tee, Harold Soh
Event-Driven Visual-Tactile Sensing and Learning for Robots. CoRR (2020)
Abdul Fatir Ansari, Jonathan Scarlett, Harold Soh
A Characteristic Function Approach to Deep Implicit Generative Modeling. CVPR (2020)
Abdul Fatir Ansari, Ming Liang Ang, Harold Soh
Refining Deep Generative Models via Wasserstein Gradient Flows. CoRR (2020)
Abdul Fatir Ansari, Harold Soh
Hyperprior Induced Unsupervised Disentanglement of Latent Representations. AAAI (2019)
Abdul Fatir Ansari, Jonathan Scarlett, Harold Soh
A Characteristic Function Approach to Deep Implicit Generative Modeling. CoRR (2019)
Abdul Fatir Ansari, Harold Soh
Hyperprior Induced Unsupervised Disentanglement of Latent Representations. CoRR (2018)
Abdul Fatir Ansari, Partha Pratim Roy, Debi Prosad Dogra
Exercise classification and event segmentation in Hammersmith Infant Neurological Examination videos. Mach. Vis. Appl. 29 (2) (2018)
Abdul Fatir Ansari, Partha Pratim Roy, Debi Prosad Dogra
Posture Recognition in HINE Exercises. CVIP (2) (2016)