Matthew J. Muckley
6 papers · 2019–2025 · 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
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Keywords
vector quantization
(2)
residual quantization
(2)
neural codebook
(2)
nearest neighbor search
(2)
image reconstruction
(2)
variational autoencoder
(1)
generative adversarial network
(1)
model ensemble
(1)
residual network
(1)
predictive distribution
(1)
mri reconstruction
(1)
neural image compression
(1)
byte-level model
(1)
perceptual compression
(1)
statistical fidelity
(1)
ultra-low bitrate
(1)
vector compression
(1)
active acquisition
(1)
acquisition model
(1)
token healing
(1)
Papers
Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles
ICLR 2025
Qinco2: Vector Compression and Search with Improved Implicit Neural Codebooks
ICLR 2025
Residual Quantization with Implicit Neural Codebooks
ICML 2024
Towards image compression with perfect realism at ultra-low bitrates
ICLR 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