Douglas Eck
18 papers · 2007–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Interdisciplinary Bridge π£ Hot Topic Early Bird π§ Keyword Pioneer π Academic Marathon (17)
πΊοΈ
Taxonomy Completionist
(34)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Mega-Team
(67)
π
Keyword Champion
ποΈ
Keyword Collector
(75)
π
Conference Pioneer
π
Trend Setter
π
Century Club
(18)
π₯
Unstoppable
(8)
β‘
Prolific Year
(5)
Conferences
ICML (6)
ICLR (4)
ACL (3)
NIPS (2)
ICCV (1)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
language model
(3)
hierarchical model
(2)
music generation
(2)
story generation
(2)
representation learning
(2)
recurrent neural network
(2)
generative model
(2)
latent representation
(2)
nonparametric bayesian
(1)
text generation
(1)
bayesian nonparametrics
(1)
music recommendation
(1)
social tags
(1)
autotag prediction
(1)
multi-agent reinforcement learning
(1)
attention mechanism
(1)
noisy-or mechanism
(1)
human detection
(1)
few-shot learning
(1)
off-policy learning
(1)
Papers
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
Unsupervised Hierarchical Story Infilling
NAACL 2019
A Learned Representation for Scalable Vector Graphics
ICCV 2019
Music Transformer: Generating Music with Long-Term Structure
ICLR 2019
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset
ICLR 2019
Learning to Groove with Inverse Sequence Transformations
ICML 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
NIPS 2009
Automatic Generation of Social Tags for Music Recommendation
NIPS 2007