Nicha C Dvornek

4 papers · 2021–2025 · 2 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

ICLR (2) MIDL (2)

Top co-authors

James s Duncan (3) sekhar tatikonda (2) Juntang Zhuang (2) Tal Zeevi (1) Peiyu Duan (1) Yin Cui (1) Lawrence H. Staib (1) Pamela Ventola (1) John A Onofrey (1) Boqing Gong (1)

Research topics

Deep Learning (4) Healthcare & Medicine (2) Machine Learning (2) Architectures (2) Clinical (2) Optimization & Theory · Machine Learning (2) Computer Vision (1) Learning Types (1) Models (1) Optimization & Theory · Deep Learning (1) Processing (1)

Keywords

functional connectivity (1) sharpness-aware minimization (1) gradient estimation (1) gradient descent (1) unsupervised segmentation (1) memory efficiency (1) neural ordinary differential equation (1) spatio-temporal attention (1) flat minima (1) adjoint method (1) rotation invariance (1) digital pathology (1) graph neural network (1) gradient decomposition (1) prostate cancer (1) symmetric convolution (1) effective connectome (1) brain fmri analysis (1) node attention mechanism (1) continuous generative model (1)

Papers

Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology MIDL 2025 STNAGNN: Data-driven Spatio-temporal Brain Connectivity beyond FC MIDL 2025 Surrogate Gap Minimization Improves Sharpness-Aware Training ICLR 2022 MALI: A memory efficient and reverse accurate integrator for Neural ODEs ICLR 2021