Abdul Fatir Ansari
10 papers · 2019–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (24) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze
π
Grand Slam
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(51)
Top co-authors
Research topics
Machine Learning
(10)
Deep Learning
(8)
Models
(6)
Optimization & Theory
(6)
Data Science & Analytics
(3)
Architectures
(3)
Learning Types
(3)
Methods
(3)
Artificial Intelligence
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Core Methods
(2)
Computer Vision
(1)
Application Areas
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Core AI
(1)
Keywords
generative model
(2)
time series forecasting
(2)
time series
(2)
image generation
(2)
state space model
(2)
variational inference
(2)
hierarchical bayesian
(1)
maximum mean discrepancy
(1)
pretraining
(1)
interpolation
(1)
autoregressive model
(1)
characteristic function
(1)
amortized inference
(1)
synthetic data generation
(1)
spiking neural network
(1)
diffusion model
(1)
distribution matching
(1)
latent representation
(1)
multimodal learning
(1)
neuromorphic computing
(1)
Papers
ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
AISTATS 2025
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
ICML 2025
Gradient-Free Generation for Hard-Constrained Systems
ICLR 2025
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series
ICML 2023
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting
NeurIPS 2023
Deep Explicit Duration Switching Models for Time Series
NeurIPS 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