Joseph Marino
7 papers · 2018–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
π
Conference Pioneer
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(3)
Models
(3)
Optimization & Theory Β· Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types
(1)
Methods
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
deep reinforcement learning
(1)
image segmentation
(1)
policy optimization
(1)
variational inference
(1)
medical imaging
(1)
medical image analysis
(1)
clinical diagnosis
(1)
continuous control
(1)
variational em algorithm
(1)
amortized inference
(1)
generative model
(1)
bayesian network
(1)
latent variable model
(1)
autoregressive model
(1)
latent variable
(1)
variational autoencoder
(1)
policy network
(1)
digital pathology
(1)
dependency structure
(1)
amortized optimization
(1)
Papers
Rethinking Histology Slide Digitization Workflows for Low-Resource Settings
MICCAI 2024
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides
CVPR 2022
Hierarchical Autoregressive Modeling for Neural Video Compression
ICLR 2021
Iterative Amortized Policy Optimization
NeurIPS 2021
Variational Autoencoders with Jointly Optimized Latent Dependency Structure
ICLR 2019
A General Method for Amortizing Variational Filtering
NeurIPS 2018
Probabilistic Video Generation using Holistic Attribute Control
ECCV 2018