Juergen Schmidhuber
5 papers · 2014–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
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Deep Learning
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Artificial Intelligence
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Core AI
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Optimization & Theory
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Interdisciplinary
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Natural Language Processing
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Reinforcement Learning
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Core Methods
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Learning Paradigms · Artificial Intelligence
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Learning Paradigms · Machine Learning
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Keywords
neural network
(2)
systematic generalization
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natural language understanding
(1)
sequence classification
(1)
compositional generalization
(1)
off-policy learning
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temporal dependencies
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sequence prediction
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hyperparameter tuning
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recurrent neural network
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neural network generalization
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objective function
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environment adaptation
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positional embedding
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differentiable neural computer
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symbolic function
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symbolic function composition
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representation compatibility
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universal transformer
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diagnostic dataset
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Papers
CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations
EMNLP 2022
The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers
EMNLP 2021
Improving Generalization in Meta Reinforcement Learning using Learned Objectives
ICLR 2020
Improving Differentiable Neural Computers Through Memory Masking, De-allocation, and Link Distribution Sharpness Control
ICLR 2019
A Clockwork RNN
ICML 2014