Large-Image Object Detection for Fine-Grained Recognition of Punches Patterns in Medieval Panel PaintingJosh Bruegger ⁄ Diana Ioana Cătană ⁄ Vanja Macovaz ⁄ Matias Valdenegro-Toro ⁄ Matthia Sabatelli ⁄ Marco ZullichDigital Humanities ⁄ Deep Learning ⁄ Computer Vision ⁄ Object Detection ⁄ Artwork Classification ⁄ Artwork Authentication2025
Towards Human-Quality Drum Accompaniment Using Deep Generative Models and TransformersArash Sadeghi Amjadi ⁄ Andrew Vardy ⁄ Andrew StanilandAutomatic Music Generation ⁄ Deep Learning ⁄ AI Accompaniment ⁄ Conditional Generative Adversarial Networks ⁄ Transformers ⁄ Expressive Drum Generation2025
Yin-Yang: Developing Motifs with Long-Term Structure and Controllability ⁜Keshav Bhandari ⁄ Geraint A. Wiggins ⁄ Simon ColtonMusic Generation ⁄ Music Structure ⁄ Automated Music Composition ⁄ Motif Development ⁄ Controlled Generation ⁄ Computational Creativity ⁄ Deep Learning ⁄ Transformers ⁄ Generative AI2025
Generating Emotional Music Based onvImproved C-RNN-GANXuneng Shi ⁄ Craig VearAI Music Composition ⁄ Deep Learning ⁄ C-RNN-GAN ⁄ Music Emotion ⁄ Controlled Music Generation2024
MoodLoopGP: Generating Emotion-Conditioned Loop Tablature Music with Multi-granular FeaturesWenqian Cui ⁄ Pedro Sarmento ⁄ Mathieu BarthetControllable Music Generation ⁄ Symbolic Music Generation ⁄ Deep Learning ⁄ Transformers ⁄ Guitar Tablatures ⁄ Guitar Pro2024
Motifs, Phrases, and Beyond: The Modelling of Structure in Symbolic Music GenerationKeshav Bhandari ⁄ Simon ColtonGenerative Music ⁄ Deep Learning ⁄ Computerized Music2024
AI-Aided Ceramic Sculptures: Bridging Deep Learning with MaterialityVarvara Guljajeva ⁄ Mar Canet SolaCeramics ⁄ AI Sculpture ⁄ 3D AI ⁄ 3D Printing ⁄ Interdisciplinary ⁄ Physical AI ⁄ Deep Learning ⁄ AI Art ⁄ Creative AI ⁄ Hybrid Process ⁄ Practice-Based Research ⁄ Artistic Research2023
AI-rmonies of the SpheresAdrián García Riber ⁄ Francisco SerradillaDeep Learning ⁄ LSTM ⁄ Sonification ⁄ Music ⁄ Astronomy2023
Fabric Sketch Augmentation \& Styling via Deep Learning \& Image SynthesisOmema Ahmed ⁄ Muhammad Salman Abid ⁄ Aiman Junaid ⁄ Syeda Saleha RazaDeep Learning ⁄ GAN ⁄ Image Synthesis ⁄ Quilting ⁄ Textile Pattern ⁄ Fabric Pattern ⁄ Object Detection2023
GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with TransformersPedro Sarmento ⁄ Adarsh Kumar ⁄ Yu-Hua Chen ⁄ CJ Carr ⁄ Zack Zukowski ⁄ Mathieu BarthetControllable Music Generation ⁄ Deep Learning ⁄ Conditioning ⁄ Transformers ⁄ Interactive Music AI ⁄ Guitar Tablatures2023
SketchSynth: Cross-Modal Control of Sound SynthesisSebastian Löbbers ⁄ Louise Thorpe ⁄ György FazekasSound Synthesis Control ⁄ Sound Sketching ⁄ Cross-Modal Mapping ⁄ Musical Timbre Perception ⁄ Deep Learning ⁄ Sketch Recognition ⁄ Human-Computer Interaction2023
Transposition of Simple Waveforms from Raw Audio with Deep LearningPatrick J. Donnelly ⁄ Parker CarlsonDeep Learning ⁄ FFT ⁄ Music ⁄ Timbre ⁄ Transposition2023
A Systematic Evaluation of GPT-2-Based Music GenerationBerker Banar ⁄ Simon ColtonGenerative Music ⁄ Deep Learning ⁄ Transformers ⁄ Music Generation Evaluation ⁄ Transfer Learning2022
Translating Emotions from EEG to Visual ArtsPiera Riccio ⁄ Francesco Galati ⁄ Maria A. Zuluaga ⁄ Juan Carlos De Martin ⁄ Stefano NicheleArt Generation ⁄ Deep Learning ⁄ Computational Creativity ⁄ Affective Computing ⁄ Brain-Computer Interface2022
Raga Recognition in Indian Classical Music Using Deep LearningDevansh P. Shah ⁄ Nikhil M. Jagtap ⁄ Prathmesh T. Talekar ⁄ Kiran GawandeRaga Recognition ⁄ Indian Classical Music ⁄ Music Information Retrieval ⁄ Deep Learning2021
A Deep Learning Neural Network for Classifying Good and Bad PhotosStephen Lou Banal ⁄ Vic CiesielskiDeep Learning ⁄ Aesthetics ⁄ Photography2020
Comparing Models for Harmony Prediction in an Interactive Audio LooperBenedikte Wallace ⁄ Charles P. MartinRNN ⁄ Deep Learning ⁄ Music Interaction ⁄ Machine Improvisation2019
Feature Discovery by Deep Learning for Aesthetic Analysis of Evolved Abstract ImagesAllan Campbell ⁄ Vic Ciesielski ⁄ A. K. QinComputational Aesthetics ⁄ Deep Learning ⁄ Evolved Abstract Images2015