Ian Simon

6 papers · 2019–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (10)

Conferences

ICLR (3) ICML (3)

Top co-authors

Curtis Hawthorne (5) Jesse Engel (4) Cheng-Zhi Anna Huang (3) Douglas Eck (2) Adam Roberts (2) Sander Dieleman (2) Monica Dinculescu (2) Alexander Scarlatos (1) Andrew M. Dai (1) Natasha Jaques (1)

Keywords

density estimation (1) latent representation (1) autoregressive model (1) global representation (1) symbolic music generation (1) long-context modeling (1) causal masking (1) autoregressive modeling (1) latent token (1) style encoding (1) transformer autoencoder (1) perceiver ar (1)

Papers

Adaptive Accompaniment with ReaLchords ICML 2024

MT3: Multi-Task Multitrack Music Transcription ICLR 2022

General-purpose, long-context autoregressive modeling with Perceiver AR ICML 2022

Encoding Musical Style with Transformer Autoencoders ICML 2020

Music Transformer: Generating Music with Long-Term Structure ICLR 2019

Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset ICLR 2019