David Warde-Farley
8 papers · 2013–2024 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (21) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Pioneer
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The Namer
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Grand Slam
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Topic Evolution
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Keyword Pioneer
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Trend Setter
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Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Reinforcement Learning
(5)
Methods
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Architectures
(2)
Core Methods
(2)
Models
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Application Areas
(1)
Applications
(1)
Keywords
deep learning
(2)
intrinsic motivation
(2)
skill learning
(2)
neural network
(2)
skill discovery
(2)
variational inference
(2)
mutual information
(1)
reward function
(1)
model averaging
(1)
generative model
(1)
information gain
(1)
generative adversarial network
(1)
spurious correlation
(1)
successor feature
(1)
goal-conditioned policy
(1)
latent dynamics
(1)
discriminative model
(1)
worst-group accuracy
(1)
state similarity
(1)
maxout network
(1)
Papers
Evaluating Model Bias Requires Characterizing its Mistakes
ICML 2024
Learning more skills through optimistic exploration
ICLR 2022
Entropic Desired Dynamics for Intrinsic Control
NeurIPS 2021
Relative Variational Intrinsic Control
AAAI 2021
Fast Task Inference with Variational Intrinsic Successor Features
ICLR 2020
Unsupervised Control Through Non-Parametric Discriminative Rewards
ICLR 2019
Generative Adversarial Nets
NeurIPS 2014
Maxout Networks
ICML 2013