| Thermal tuning of infrared resonant absorbers based on hybrid gold-VO2 nanostructures H Kocer, S Butun, B Banar, K Wang, S Tongay, J Wu, K Aydin Applied Physics Letters 106 (16), 161104, 2015 | 204 | 2015 |
| Exploring XAI for the Arts: Explaining Latent Space in Generative Music N Bryan-Kinns, B Banar, C Ford, CN Reed, Y Zhang, S Colton, J Armitage NeurIPS 2021 eXplainable AI Approaches for Debugging and Diagnosis Workshop, 2021 | 63 | 2021 |
| Dynamic infrared thin-film absorbers with tunable absorption level based on VO2 phase transition Z Liu, B Banar, S Butun, H Kocer, K Wang, J Scheuer, J Wu, K Aydin Optical Materials Express 8 (8), 2151-2158, 2018 | 33 | 2018 |
| Exploring Variational Auto-encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI N Bryan-Kinns, B Zhang, S Zhao, B Banar Machine Intelligence Research 21 (1), 29-45, 2024 | 30 | 2024 |
| A Systematic Evaluation of GPT-2-Based Music Generation B Banar, S Colton EvoMUSART 2022 - International Conference on Computational Intelligence in …, 2022 | 26 | 2022 |
| A Tool for Generating Controllable Variations of Musical Themes Using Variational Autoencoders with Latent Space Regularisation B Banar, N Bryan-Kinns, S Colton Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16401 …, 2023 | 13 | 2023 |
| Automatically Adding to Artistic Cultures S Colton, B Banar EvoMUSART 2023 - International Conference on Computational Intelligence in …, 2023 | 8 | 2023 |
| HiSSNet: Sound Event Detection and Speaker Identification via Hierarchical Prototypical Networks for Low-Resource Headphones N Shashaank, B Banar, MR Izadi, J Kemmerer, S Zhang, CC Huang ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal …, 2023 | 7 | 2023 |
| Connecting Audio and Graphic Score using Self-supervised Representation Learning - A Case Study with György Ligeti's Artikulation B Banar, S Colton ICCC 2022 - International Conference on Computational Creativity, 2022 | 7 | 2022 |
| Generating Music with Extreme Passages using GPT-2 B Banar, S Colton EvoStar 2021 - Late Breaking Abstracts, 2021 | 7 | 2021 |
| 1 Explainable AI and Music N Bryan-Kinns, B Banar, C Ford, CN Reed, Y Zhang, J Armitage Artificial Intelligence for Art Creation and Understanding, 1, 2024 | 5 | 2024 |
| Identifying Critical Decision Points in Musical Compositions using Machine Learning B Banar, S Colton 2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP …, 2022 | 5 | 2022 |
| Autoregressive Self-Evaluation: A Case Study of Music Generation Using Large Language Models B Banar, S Colton 2023 IEEE Conference on Artificial Intelligence (CAI), 264-265, 2023 | 3 | 2023 |
| A Quality-Diversity-based Evaluation Strategy for Symbolic Music Generation B Banar, S Colton ICLR 2022 ML Evaluation Standards Workshop, 2022 | 3 | 2022 |
| Automatic Generation of Expressive Piano Miniatures S Colton, L Bradshaw, B Banar, K Bhandari ICCC 2024 - International Conference on Computational Creativity, 2024 | 2 | 2024 |
| On the Notion of Creative Personhood A Pease, S Colton, B Banar ICCC 2023 - International Conference on Computational Creativity, 2023 | 2 | 2023 |
| Composing Contemporary Classical Music Using Generative Deep Learning B Banar Queen Mary University of London, 2025 | 1 | 2025 |
| Neuro-Symbolic Composition of Music with Talking Points S Colton, B Banar, S Cardinale ICCC 2023 - International Conference on Computational Creativity, 2023 | 1 | 2023 |
| A Tool for Composing Music via Graphic Scores in the style of György Ligeti’s Artikulation using Self-supervised Representation Learning B Banar, S Colton AAAI 2023 - Creative AI Across Modalities Workshop, 2023 | 1 | 2023 |
| Generative Adversarial Post-Training Mitigates Reward Hacking in Live Human-AI Music Interaction Y Wu, S Brade, T Ma, TJ Fowler, E Yang, B Banar, A Courville, N Jaques, ... arXiv preprint arXiv:2511.17879, 2025 | | 2025 |
Simon ColtonProf. Computational Creativity at Queen Mary University of London, UK & Monash University, AustraliaVerified email at qmul.ac.uk
