| Learning Style-Aware Symbolic Music Representations by Adversarial Autoencoders | Jan 15, 2020 | Music Modeling | CodeCode Available | 1 | 5 |
| A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling | Dec 2, 2022 | Music GenerationMusic Modeling | CodeCode Available | 1 | 5 |
| Frechet Music Distance: A Metric For Generative Symbolic Music Evaluation | Dec 10, 2024 | FADMusic Generation | CodeCode Available | 1 | 5 |
| Rethinking Neural Operations for Diverse Tasks | Mar 29, 2021 | AutoMLImage Classification | CodeCode Available | 1 | 5 |
| An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling | Mar 4, 2018 | Audio SynthesisLanguage Modelling | CodeCode Available | 1 | 5 |
| Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions | Feb 1, 2020 | Music Modeling | CodeCode Available | 1 | 5 |
| Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling | Dec 11, 2014 | Music Modeling | CodeCode Available | 1 | 5 |
| Music Transformer | Sep 12, 2018 | Music GenerationMusic Modeling | CodeCode Available | 1 | 5 |
| Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset | Oct 29, 2018 | Music GenerationMusic Modeling | CodeCode Available | 1 | 5 |
| Low-Rank Constraints for Fast Inference in Structured Models | Jan 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| LSTM: A Search Space Odyssey | Mar 13, 2015 | CPUHandwriting Recognition | CodeCode Available | 0 | 5 |
| Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription | Jun 27, 2012 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Bivariate Beta-LSTM | May 25, 2019 | Caption GenerationDensity Estimation | CodeCode Available | 0 | 5 |
| Deep Learning for Music | Jun 15, 2016 | Deep LearningDensity Estimation | CodeCode Available | 0 | 5 |
| Counterpoint by Convolution | Mar 18, 2019 | Music GenerationMusic Modeling | CodeCode Available | 0 | 5 |
| Diagonal RNNs in Symbolic Music Modeling | Apr 18, 2017 | Music Modeling | CodeCode Available | 0 | 5 |
| R-Transformer: Recurrent Neural Network Enhanced Transformer | Jul 12, 2019 | Language ModellingMusic Modeling | CodeCode Available | 0 | 5 |
| Sequential Neural Models with Stochastic Layers | May 24, 2016 | Music ModelingVariational Inference | CodeCode Available | 0 | 5 |
| Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling | Nov 14, 2019 | Audio GenerationCausal Language Modeling | CodeCode Available | 0 | 5 |
| Gates Are Not What You Need in RNNs | Aug 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Gating Revisited: Deep Multi-layer RNNs That Can Be Trained | Nov 25, 2019 | Action RecognitionAction Recognition In Videos | CodeCode Available | 0 | 5 |
| Impact of time and note duration tokenizations on deep learning symbolic music modeling | Oct 12, 2023 | Emotion ClassificationInformation Retrieval | CodeCode Available | 0 | 5 |
| Improving Polyphonic Music Models with Feature-Rich Encoding | Nov 26, 2019 | Music GenerationMusic Modeling | CodeCode Available | 0 | 5 |
| Tensor Variable Elimination for Plated Factor Graphs | Feb 8, 2019 | Music ModelingProbabilistic Programming | —Unverified | 0 | 0 |
| Learning a Predictive Model for Music Using PULSE | Sep 26, 2017 | feature selectionmodel | —Unverified | 0 | 0 |
| Metagross: Meta Gated Recursive Controller Units for Sequence Modeling | Jan 1, 2020 | Code GenerationInductive Bias | —Unverified | 0 | 0 |
| MuPT: A Generative Symbolic Music Pretrained Transformer | Apr 9, 2024 | Music GenerationMusic Modeling | —Unverified | 0 | 0 |
| MuSLCAT: Multi-Scale Multi-Level Convolutional Attention Transformer for Discriminative Music Modeling on Raw Waveforms | Apr 6, 2021 | Music ModelingMusic Tagging | —Unverified | 0 | 0 |
| PopMAG: Pop Music Accompaniment Generation | Aug 18, 2020 | Music Modeling | —Unverified | 0 | 0 |
| Preventing Gradient Explosions in Gated Recurrent Units | Dec 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Recurrent Ladder Networks | Jul 28, 2017 | Music Modeling | —Unverified | 0 | 0 |
| Recurrently Controlling a Recurrent Network with Recurrent Networks Controlled by More Recurrent Networks | Jan 1, 2021 | Code GenerationInductive Bias | —Unverified | 0 | 0 |
| SLEEPING-DISCO 9M: A large-scale pre-training dataset for generative music modeling | Jun 17, 2025 | Music CaptioningMusic Modeling | —Unverified | 0 | 0 |
| 10,000+ Times Accelerated Robust Subset Selection (ARSS) | Sep 12, 2014 | 10-shot image generationAction Recognition | —Unverified | 0 | 0 |
