Ansari, Abdul Fatir

1. Chronos: Learning the Language of Time Series
   2024/03/12 by Abdul Fatir Ansari, Ansari, Abdul Fatir, Lorenzo Stella +36 · 4 voices · 155 citations
   Computer Science · Physics and Astronomy · #Time Series Analysis and Forecasting #Advanced Text Analysis Techniques #Historical Astronomy and Related Studies
2. Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting
   2023/07/21 by Marcel Kollovieh, Kollovieh, Marcel, Abdul Fatir Ansari +9 · 16 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
3. Event-Driven Visual-Tactile Sensing and Learning for Robots
   2020/09/15 by Tasbolat Taunyazov, Weicong Sng, Taunyazov, Tasbolat +13 · 4 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function #Robotics (cs.RO)
4. Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series
   2023/01/26 by Abdul Fatir Ansari, Ansari, Abdul Fatir, Alvin Heng +5 · 4 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
5. A Characteristic Function Approach to Deep Implicit Generative Modeling
   2019/09/16 by Ansari, Abdul Fatir, Scarlett, Jonathan, Soh, Harold · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
6. Hard Constraint Guided Flow Matching for Gradient-Free Generation of PDE Solutions
   2024/12/02 by Chaoran Cheng, Cheng, Chaoran, Boran Han +11 · 6 citations
   Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #Iterative Learning Control Systems #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
7. ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
   2025/03/15 by Arango, Sebastian Pineda, Mercado, Pedro, Kapoor, Shubham +10 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Hyperprior Induced Unsupervised Disentanglement of Latent Representations
   2018/09/12 by Abdul Fatir Ansari, Ansari, Abdul Fatir, Harold Soh +1 · 1 voice
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #cs.AI #cs.LG #cs.NE #stat.ML
9. Deep Explicit Duration Switching Models for Time Series
   2021/10/26 by Abdul Fatir Ansari, Ansari, Abdul Fatir, Konstantinos Benidis +13 · 1 citation
   Computer Science · Economics, Econometrics and Finance · #Time Series Analysis and Forecasting #Complex Systems and Time Series Analysis #Neural Networks and Applications
10. Chronos-2: From Univariate to Universal Forecasting
    2025/10/17 by Ansari, Abdul Fatir, Shchur, Oleksandr, Küken, Jaris +20 · 10 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
11. Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
    2024/12/06 by Luca Masserano, Masserano, Luca, Abdul Fatir Ansari +19 · 3 citations
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Neural Networks and Applications
12. Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models
    2025/10/24 by Zhang, Xiyuan, Maddix, Danielle C., Yin, Junming +11 · 7 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. Zero-Shot Time Series Forecasting with Covariates via In-Context Learning
    2025/06/03 by Auer, Andreas, Parthipan, Raghul, Mercado, Pedro +5 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. fev-bench: A Realistic Benchmark for Time Series Forecasting
    2025/09/30 by Shchur, Oleksandr, Ansari, Abdul Fatir, Turkmen, Caner +5 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics
    2024/07/19 by Karlbauer, Matthias, Maddix, Danielle C., Ansari, Abdul Fatir +5 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
16. When Does Multimodality Lead to Better Time Series Forecasting?
    2025/06/20 by Zhang, Xiyuan, Han, Boran, Fang, Haoyang +11 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)