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← Authors

Matthew J. Muckley

6 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (3) ICML (2) CVPR (1)

Top co-authors

Jakob Verbeek (4) Matthijs Douze (2) Karen Ullrich (2) Lin Yang (1) Herve Jegou (1) Itai Gat (1) Ruud Van Sloun (1) Zizhao Zhang (1) Stéphane Lathuilière (1) Adriana Romero (1)

Keywords

uncertainty quantification (1) image reconstruction (1) generative model (1) variational autoencoder (1) generative adversarial network (1) residual network (1) mri reconstruction (1) neural image compression (1) statistical fidelity (1) active acquisition (1) acquisition model (1)

Papers

Qinco2: Vector Compression and Search with Improved Implicit Neural Codebooks ICLR 2025 Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles ICLR 2025 Towards image compression with perfect realism at ultra-low bitrates ICLR 2024 Residual Quantization with Implicit Neural Codebooks ICML 2024 Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models ICML 2023 Reducing Uncertainty in Undersampled MRI Reconstruction With Active Acquisition CVPR 2019