Asadullah Hill Galib
3 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
time series forecasting
(2)
block maxima
(2)
conditional generation
(1)
deep learning
(1)
time series generation
(1)
missing value imputation
(1)
contrastive learning
(1)
diffusion model
(1)
frequency domain
(1)
extreme value theory
(1)
extreme value
(1)
generalized extreme value distribution
(1)
extreme value forecasting
(1)
generative model
(1)
self-supervised learning
(1)
Papers
FIDE: Frequency-Inflated Conditional Diffusion Model for Extreme-Aware Time Series Generation
NeurIPS 2024
Self-Recover: Forecasting Block Maxima in Time Series from Predictors with Disparate Temporal Coverage Using Self-Supervised Learning
IJCAI 2023
DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data
IJCAI 2022