Kiarash Jamali

4 papers · 2020–2025 · 3 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver

Venues

ICLR (2) ICML (1) NeurIPS (1)

Top co-authors

Dari Kimanius (2) Sjors HW Scheres (2) Silviu Pitis (1) Kai Yi (1) Sjors Scheres (1) Harris Chan (1) Jimmy Ba (1)

Research topics

Deep Learning (3) Machine Learning (2) Core Methods (2) Models (2) Computer Vision (1) Healthcare & Medicine (1) Architectures (1) Domain-Specific (1) Research (1)

Keywords

cryo-electron microscopy (2) metric learning (1) embedding learning (1) protein structure prediction (1) variational autoencoder (1) graph distance (1) triangle inequality (1) residual neural network (1) protein sequence design (1) graph neural network (1) neural network (1) structural context (1) inverse protein folding (1) volumetric grid (1) fourier space (1) discrete flow matching (1) atomic model building (1) all-atom (1) 3d reconstruction (1) classifier guidance sampling (1)

Papers

All-atom inverse protein folding through discrete flow matching ICML 2025 A Graph Neural Network Approach to Automated Model Building in Cryo-EM Maps ICLR 2023 Sparse Fourier Backpropagation in Cryo-EM Reconstruction NeurIPS 2022 An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality ICLR 2020