Ivo Danihelka
11 papers · 2014–2022 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (22) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
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Trend Setter
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Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
(65)
Venues
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(6)
Architectures
(6)
Artificial Intelligence
(5)
Core AI
(4)
Models
(4)
Core Methods
(3)
Optimization & Theory · Machine Learning
(3)
Optimization & Theory · Deep Learning
(3)
Reinforcement Learning
(2)
Application Areas
(2)
Applications
(2)
Learning Paradigms
(2)
Learning Types
(2)
Methods
(2)
Keywords
recurrent neural network
(3)
representation learning
(2)
deep generative model
(2)
reinforcement learning
(2)
dynamic programming
(1)
variational inference
(1)
policy optimization
(1)
deep learning
(1)
online learning
(1)
neural architecture
(1)
language modeling
(1)
value iteration
(1)
continuous control
(1)
state representation
(1)
policy improvement
(1)
model-based reinforcement learning
(1)
minimum description length
(1)
feedback mechanism
(1)
image modeling
(1)
video generation
(1)
Papers
Learning by Directional Gradient Descent
ICLR 2022
Policy improvement by planning with Gumbel
ICLR 2022
Muesli: Combining Improvements in Policy Optimization
ICML 2021
Video Pixel Networks
ICML 2017
Associative Long Short-Term Memory
ICML 2016
Memory-Efficient Backpropagation Through Time
NeurIPS 2016
One-Shot Generalization in Deep Generative Models
ICML 2016
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes
NeurIPS 2016
Towards Conceptual Compression
NeurIPS 2016
DRAW: A Recurrent Neural Network For Image Generation
ICML 2015
Deep AutoRegressive Networks
ICML 2014