Matthew Johnson
12 papers · 2014–2022 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Conference Polyglot (7)
π
Academic Marathon
(8)
π
Cross-Pollinator
(8)
π
Renaissance Researcher
(6)
π
Century Club
(12)
π₯
Unstoppable
(7)
Conferences
ECCV (3)
ICML (3)
AISTATS (2)
ICCV (1)
IJCAI (1)
JMLR (1)
NSDI (1)
Top co-authors
Keywords
time series
(3)
bayesian inference
(3)
3d reconstruction
(1)
bayesian nonparametrics
(1)
neural rendering
(1)
model-based reinforcement learning
(1)
scalable inference
(1)
stochastic variational inference
(1)
hierarchical structure
(1)
hidden markov model
(1)
switching linear dynamical system
(1)
neural radiance field
(1)
photorealistic rendering
(1)
recurrent model
(1)
deep generative model
(1)
robotics task
(1)
view synthesis
(1)
federated architecture
(1)
multi-tenant controller
(1)
cellular network
(1)
Papers
3D Face Reconstruction with Dense Landmarks
ECCV 2022
FastNeRF: High-Fidelity Neural Rendering at 200FPS
ICCV 2021
High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images
ECCV 2020
CONFIG: Controllable Neural Face Image Generation
ECCV 2020
SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning
ICML 2019
Scaling Community Cellular Networks with CommunityCellularManager
NSDI 2019
Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models
AISTATS 2018
Bayesian Learning and Inference in Recurrent Switching Linear Dynamical Systems
AISTATS 2017
The Segmented iHMM: A Simple, Efficient Hierarchical Infinite HMM
ICML 2016
The Malmo Platform for Artificial Intelligence Experimentation
IJCAI 2016
Cross-Corpora Unsupervised Learning of Trajectories in Autism Spectrum Disorders
JMLR 2016
Stochastic Variational Inference for Bayesian Time Series Models
ICML 2014