Dorien Herremans

4 papers · 2023–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🏆 Keyword Champion (2)

Venues

AAAI (3) NAACL (1)

Top co-authors

Abhinaba Roy (2) Zixun Guo (2) Kyra Wang (1) Navonil Majumder (1) Keshav Bhandari (1) Deepanway Ghosal (1) Jaeyong Kang (1) Jan Melechovsky (1) Geeta Puri (1) Soujanya Poria (1)

Research topics

Deep Learning (4) Machine Learning (3) Artificial Intelligence (2) Core AI (2) Models (2) Natural Language Processing (1) Application Areas (1) Architectures (1) Core Methods (1) Generation (1) Learning Types (1) Optimization & Theory (1) Techniques (1)

Keywords

text-to-music generation (2) music generation (2) diffusion model (2) embedding space (1) attention mechanism (1) preference alignment (1) data augmentation (1) multimodal learning (1) human feedback (1) controllable generation (1) temporal coherence (1) symbolic music generation (1) music information retrieval (1) symbolic music (1) midi generation (1) transformer architecture (1) melody completion (1) representation learning (1) autoregressive transformer (1)

Papers

Aligning Generative Music AI with Human Preferences: Methods and Challenges AAAI 2026 Text2midi: Generating Symbolic Music from Captions AAAI 2025 Mustango: Toward Controllable Text-to-Music Generation NAACL 2024 A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling AAAI 2023