Arcot Sowmya
4 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
Venues
Top co-authors
Research topics
Keywords
domain generalization
(1)
variational inference
(1)
image restoration
(1)
medical imaging
(1)
attention mechanism
(1)
image-to-image translation
(1)
gaussian process
(1)
gibbs sampling
(1)
nonparametric inference
(1)
deep neural network
(1)
image deraining
(1)
hawkes process
(1)
encoder-decoder network
(1)
deep supervision
(1)
prostate segmentation
(1)
auxiliary latent variable
(1)
entangled representation learning
(1)
Papers
UniMRG: Refining Medical Semantic Understanding Across Modalities via LLM-Orchestrated Synergistic Evolution
MICCAI 2025
Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data
MIDL 2022
Efficient Inference for Nonparametric Hawkes Processes Using Auxiliary Latent Variables
JMLR 2020
ERL-Net: Entangled Representation Learning for Single Image De-Raining
ICCV 2019