Md Osman Gani
4 papers · 2022–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Keywords
causal discovery
(2)
causal inference
(1)
reinforcement learning
(1)
semantic segmentation
(1)
medical image segmentation
(1)
prior knowledge
(1)
non-stationary time series
(1)
convolutional neural network
(1)
non-stationary data
(1)
graph search
(1)
causal relationship
(1)
polyp segmentation
(1)
high-resolution feature
(1)
temporal causal discovery
(1)
constraint penalty
(1)
time series analysis
(1)
autocorrelated time series
(1)
Papers
CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data
MLHC 2023
eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract)
AAAI 2023
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget (Student Abstract)
AAAI 2023
KCRL: A Prior Knowledge Based Causal Discovery Framework with Reinforcement Learning
MLHC 2022