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Simon Colton

4 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AAAI (2) ICLR (1) NeurIPS (1)

Top co-authors

Louis Bradshaw (2) Nick Bryan-Kinns (1) Stella Biderman (1) Dorien Herremans (1) Keshav Bhandari (1) Geeta Puri (1) Alexander Spangher (1) Abhinaba Roy (1) Kyra Wang (1) Berker Banar (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Core AI (3) Models (2) Machine Learning (1) Natural Language Processing (1) Architectures (1) Core Methods (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

music generation (2) dataset creation (1) multimodal learning (1) embodied interaction (1) variational autoencoder (1) language model (1) controllable generation (1) symbolic music generation (1) symbolic music (1) audio transcription (1) text-to-music generation (1) human-ai co-creation (1) midi generation (1) latent space regularization (1) theme variation (1) turn-taking collaboration (1) low-latency interaction (1) midi file (1) autoregressive transformer (1) disklavier (1)

Papers

Aria-MIDI: A Dataset of Piano MIDI Files for Symbolic Music Modeling ICLR 2025 Text2midi: Generating Symbolic Music from Captions AAAI 2025 The Ghost in the Keys: A Disklavier Demo for Human-AI Musical Co-Creativity NeurIPS 2025 A Tool for Generating Controllable Variations of Musical Themes Using Variational Autoencoders with Latent Space Regularisation AAAI 2023