Title
Designing Neural Synthesizers for Low-Latency Interaction Franco Caspe Jordie Shier Mark Sandler C. Saitis Andrew Mcpherson 428 0 0 14 Mar 2025
Learning Interpretable Low-dimensional Representation via Physical Symmetry Xuanjie Liu Daniel Y. Chin Yichen Huang Gus Xia 46 3 0 05 Feb 2023
The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative Modeling Yusong Wu Josh Gardner Ethan Manilow Ian Simon Curtis Hawthorne Jesse Engel 73 10 0 28 Sep 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 511 15,788 0 20 Dec 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction Jure Zbontar Li Jing Ishan Misra Yann LeCun Stéphane Deny SSL 347 2,368 0 04 Mar 2021
Self-Supervised VQ-VAE for One-Shot Music Style Transfer Ondřej Cífka A. Ozerov Umut Simsekli G. Richard 74 28 0 10 Feb 2021
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 306 267 0 09 Dec 2020
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis Jungil Kong Jaehyeon Kim Jaekyoung Bae 179 1,952 0 12 Oct 2020
Object-Centric Learning with Slot Attention Francesco Locatello Dirk Weissenborn Thomas Unterthiner Aravindh Mahendran G. Heigold Jakob Uszkoreit Alexey Dosovitskiy Thomas Kipf OCL 225 859 0 26 Jun 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 767 18,408 0 19 Jun 2020
Audio query-based music source separation Jie Hwan Lee Hyeong-Seok Choi Kyogu Lee 53 45 0 19 Aug 2019
Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders Yin-Jyun Luo Kat R. Agres Dorien Herremans 76 46 0 19 Jun 2019
Musical Composition Style Transfer via Disentangled Timbre Representations Yun-Ning Hung I. Chiang Yian Chen Yi-Hsuan Yang 47 40 0 30 May 2019
AUTOVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss Kaizhi Qian Yang Zhang Shiyu Chang Xuesong Yang M. Hasegawa-Johnson 105 470 0 14 May 2019
Recent Advances in Autoencoder-Based Representation Learning Michael Tschannen Olivier Bachem Mario Lucic OOD SSL DRL 78 446 0 12 Dec 2018
Neural Music Synthesis for Flexible Timbre Control Jong Wook Kim Rachel M. Bittner Aparna Kumar J. P. Bello 59 39 0 01 Nov 2018
CREPE: A Convolutional Representation for Pitch Estimation Jong Wook Kim Justin Salamon P. Li J. P. Bello 71 385 0 17 Feb 2018
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 70 1,356 0 16 Feb 2018
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data Wei-Ning Hsu Yu Zhang James R. Glass BDL SSL 84 354 0 22 Sep 2017
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 372 2,239 0 22 Sep 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 350 8,190 0 13 Aug 2016
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 312 7,035 0 12 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation Yoshua Bengio Nicholas Léonard Aaron Courville 398 3,158 0 15 Aug 2013
Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription Nicolas Boulanger-Lewandowski Yoshua Bengio Pascal Vincent 182 704 0 27 Jun 2012