Arnab Kumar Mondal, Vineet Jain, Kaleem Siddiqi, and Siamak Ravanbakhsh. Eqr: Equivariant representations for data-efficient reinforcement learning. In International Conference on Machine Learning, pages 15908-15926. PMLR, 2022.
Aaron van den Oord, Yazhe Li, and Oriol Vinyals. Representation learning with contrastive predictive coding. arXiv preprint arXiv:1807.03748, 2018.
Robin Quessard, Thomas Barrett, and William Clements. Learning disentangled representations and group structure of dynamical environments. Advances in Neural Information Processing Systems, 33:19727-19737, 2020.
Gernot Riegler, Ali Osman Ulusoy, and Andreas Geiger. Octnet: Learning deep 3d representations at high resolutions. In Proceedings of the IEEE conference on computer vision and pattern recognition, pages 3577-3586, 2017.
Aditya Sanghi. Info3d: Representation learning on 3d objects using mutual information maximization and contrastive learning. In European Conference on Computer Vision, pages 626-642. Springer, 2020.
Alex Trevithick and Bo Yang. Grf: Learning a general radiance field for 3d representation and rendering. In Proceedings of the IEEE/CVF International Conference on Computer Vision, pages 15182-15192, 2021.
Matthew J Vowels, Necati Cihan Camgoz, and Richard Bowden. Vdsm: Unsupervised video disentanglement with state-space modeling and deep mixtures of experts. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 8176-8186, 2021.
Ziyu Wang, Dingsu Wang, Yixiao Zhang, and Gus Xia. Learning interpretable representation for controllable polyphonic music generation. In Julie Cumming, Jin Ha Lee, Brian McFee, Markus Schedl, Johanna Devaney, Cory McKay, Eva Zangerle, and Timothy de Reuse, editors, Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, pages 662-669, 2020.
Shiqi Wei and Gus Xia. Learning long-term music representations via hierarchical contextual constraints. In Jin Ha Lee, Alexander Lerch, Zhiyao Duan, Juhan Nam, Preeti Rao, Peter van Kranenburg, and Ajay Srinivasamurthy, editors, Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, pages 738-745, 2021.
Shiqi Wei, Gus Xia, Yixiao Zhang, Liwei Lin, and Weiguo Gao. Music phrase inpainting using long-term representation and contrastive loss. In ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 186-190, 2022.
Frank Wen. The fluid release 3 general-MIDI soundfont, 2013.
Ruihan Yang, Dingsu Wang, Ziyu Wang, Tianyao Chen, Junyan Jiang, and Gus Xia. Deep music analogy via latent representation disentanglement. In Arthur Flexer, Geoffroy Peeters, Julián Urbano, and Anja Volk, editors, Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, pages 596-603, 2019.
Li Yi, Haochen Hu, Jingwei Zhao, and Gus Xia. Accomontage2: A complete harmonization and accompaniment arrangement system. In Ismir 2022 Hybrid Conference, 2022.
Li Yingzhen and Stephan Mandt. Disentangled sequential autoencoder. In International Conference on Machine Learning, pages 5670-5679. PMLR, 2018.
Yizhe Zhu, Martin Renqiang Min, Asim Kadav, and Hans Peter Graf. S3vae: Self-supervised sequentialvae for representation disentanglement and data generation. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 6538-6547, 2020.