James Davidson
6 papers · 2017–2019 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(3)
Core AI
(3)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Robotics
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Methods
(1)
Models
(1)
Keywords
neural network architecture
(1)
active learning
(1)
adversarial learning
(1)
feature learning
(1)
domain generalization
(1)
variational inference
(1)
policy learning
(1)
visual navigation
(1)
adversarial training
(1)
robust reinforcement learning
(1)
minimax optimization
(1)
neural architecture
(1)
continuous control
(1)
model-based reinforcement learning
(1)
hierarchical processing
(1)
zero-sum game
(1)
recurrent neural network
(1)
out-of-distribution detection
(1)
robust control
(1)
latent dynamics
(1)
Papers
Learning Latent Dynamics for Planning from Pixels
ICML 2019
Noise Contrastive Priors for Functional Uncertainty
UAI 2019
Interpretable Intuitive Physics Model
ECCV 2018
Cognitive Mapping and Planning for Visual Navigation
CVPR 2017
Learning Hierarchical Information Flow with Recurrent Neural Modules
NeurIPS 2017
Robust Adversarial Reinforcement Learning
ICML 2017