Douglas Eck
19 papers · 2007–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (43) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π₯
Mega-Team Β· Legion
π§¬
Topic Evolution
π
Keyword Champion
π§
Keyword Pioneer
π
Trend Setter
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(6)
ποΈ
Keyword Collector
(95)
Top co-authors
Research topics
Deep Learning
(12)
Models
(10)
Artificial Intelligence
(9)
Machine Learning
(9)
Natural Language Processing
(6)
Core AI
(6)
Architectures
(5)
Generation
(5)
Core Methods
(4)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(3)
Reinforcement Learning
(2)
Learning Paradigms
(2)
Methods
(2)
Optimization & Theory
(2)
Keywords
music generation
(4)
generative model
(3)
recurrent neural network
(3)
language model
(3)
story generation
(2)
large language model
(2)
latent representation
(2)
hierarchical model
(2)
representation learning
(2)
nonparametric bayesian
(1)
conditional generation
(1)
text generation
(1)
music recommendation
(1)
social tags
(1)
bayesian nonparametrics
(1)
multi-agent reinforcement learning
(1)
attention mechanism
(1)
off-policy learning
(1)
human detection
(1)
few-shot learning
(1)
Papers
Live Music Models
NeurIPS 2025
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
ICLR 2024
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
Deduplicating Training Data Makes Language Models Better
ACL 2022
Emergent Social Learning via Multi-agent Reinforcement Learning
ICML 2021
Automatic Detection of Generated Text is Easiest when Humans are Fooled
ACL 2020
Toward Better Storylines with Sentence-Level Language Models
ACL 2020
A Learned Representation for Scalable Vector Graphics
ICCV 2019
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset
ICLR 2019
Learning to Groove with Inverse Sequence Transformations
ICML 2019
Music Transformer: Generating Music with Long-Term Structure
ICLR 2019
Unsupervised Hierarchical Story Infilling
NAACL 2019
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music
ICML 2018
A Neural Representation of Sketch Drawings
ICLR 2018
Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders
ICML 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments
ICML 2017
Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control
ICML 2017
An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism
NeurIPS 2009
Automatic Generation of Social Tags for Music Recommendation
NeurIPS 2007