Jesse Engel
13 papers · 2016–2022 · 2 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (10)
🏃
Academic Marathon
(6)
🧭
Keyword Pioneer
👥
Mega-Team
(69)
🧬
Topic Evolution
🔥
Unstoppable
(5)
💎
Century Club
(13)
🚀
Conference Pioneer
Conferences
ICML (7)
ICLR (6)
Top co-authors
Keywords
music generation
(2)
latent representation
(2)
generative model
(1)
autoregressive model
(1)
batch processing
(1)
recurrent neural network
(1)
deep neural network
(1)
variational autoencoder
(1)
variational information bottleneck
(1)
end-to-end learning
(1)
global representation
(1)
memory footprint
(1)
low latency
(1)
long-term structure
(1)
posterior collapse
(1)
symbolic music generation
(1)
hierarchical decoder
(1)
graphics processing unit
(1)
long-context modeling
(1)
causal masking
(1)
Papers
General-purpose, long-context autoregressive modeling with Perceiver AR
ICML 2022
MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling
ICLR 2022
MT3: Multi-Task Multitrack Music Transcription
ICLR 2022
Encoding Musical Style with Transformer Autoencoders
ICML 2020
DDSP: Differentiable Digital Signal Processing
ICLR 2020
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset
ICLR 2019
GANSynth: Adversarial Neural Audio Synthesis
ICLR 2019
Learning to Groove with Inverse Sequence Transformations
ICML 2019
Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models
ICLR 2018
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music
ICML 2018
Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders
ICML 2017
Persistent RNNs: Stashing Recurrent Weights On-Chip
ICML 2016
Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin
ICML 2016