Abdul Fatir Ansari
10 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (6) πΊοΈ Taxonomy Completionist (19)
π
Academic Marathon
(6)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Grand Slam
π
Century Club
(10)
π
Conference Pioneer
Conferences
ICLR (2)
ICML (2)
NIPS (2)
AAAI (1)
AISTATS (1)
CVPR (1)
RSS (1)
Top co-authors
Keywords
variational inference
(2)
time series
(2)
multi-modal learning
(1)
synthetic data generation
(1)
hierarchical bayesian
(1)
distribution matching
(1)
time series forecasting
(1)
maximum mean discrepancy
(1)
characteristic function
(1)
amortized inference
(1)
generative model
(1)
state space model
(1)
diffusion model
(1)
spiking neural network
(1)
state-space model
(1)
latent representation
(1)
recurrent neural network
(1)
variational autoencoder
(1)
generative adversarial network
(1)
latent dynamics
(1)
Papers
Gradient-Free Generation for Hard-Constrained Systems
ICLR 2025
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
ICML 2025
ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
AISTATS 2025
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting
NIPS 2023
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series
ICML 2023
Deep Explicit Duration Switching Models for Time Series
NIPS 2021
Refining Deep Generative Models via Discriminator Gradient Flow
ICLR 2021
A Characteristic Function Approach to Deep Implicit Generative Modeling
CVPR 2020
Event-Driven Visual-Tactile Sensing and Learning for Robots
RSS 2020
Hyperprior Induced Unsupervised Disentanglement of Latent Representations
AAAI 2019