Katherine Bouman

5 papers · 2016–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (9) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 📈 Trend Setter

Conferences

ICLR (3) NIPS (2)

Top co-authors

Berthy Feng (2) Yisong Yue (2) Angela Gao (1) Pratul P. Srinivasan (1) Bingliang Zhang (1) Nikola Borislavov Kovachki (1) Hongkai Zheng (1) Jiajun Wu (1) Jorge Castellanos (1) Yu Sun (1)

Keywords

variational inference (1) video generation (1) motion estimation (1) image synthesis (1) probabilistic model (1) inverse problem (1) normalizing flow (1) motion prediction (1) frame synthesis (1) future frame prediction (1) blind inversion (1) cross convolutional network (1)

Papers

InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences ICLR 2025

Revealing the 3D Cosmic Web through Gravitationally Constrained Neural Fields ICLR 2025

Neural Approximate Mirror Maps for Constrained Diffusion Models ICLR 2025

DeepGEM: Generalized Expectation-Maximization for Blind Inversion NIPS 2021

Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks NIPS 2016