Aäron van den Oord

Computer Science · Physical Sciences

39h-index28.3kcitations72works3.02yr avg
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Research Topics

Music and Audio Processing(24), Speech and Audio Processing(22), Speech Recognition and Synthesis(20), Generative Adversarial Networks and Image Synthesis(16), Domain Adaptation and Few-Shot Learning(13)

Publications72 total

Imagen 3
arXiv (Cornell University)·2024· 3 citedOpen Access
AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning
arXiv (Cornell University)·2023· 5 citedOpen Access
Towards Learning Universal Audio Representations
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)·2022· 42 cited
Step-unrolled Denoising Autoencoders for Text Generation
arXiv (Cornell University)·2021· 30 citedOpen Access
Towards Learning Universal Audio Representations
arXiv (Cornell University)·2021· 2 citedOpen Access
Efficient Visual Pretraining with Contrastive Detection
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 33 citedOpen Access
Divide and Contrast: Self-supervised Learning from Uncurated Data
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 51 cited
Broaden Your Views for Self-Supervised Video Learning
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 13 citedOpen Access
Vector Quantized Models for Planning
arXiv (Cornell University)·2021Open Access
Divide and Contrast: Self-supervised Learning from Uncurated Data
arXiv (Cornell University)·2021· 1 citedOpen Access
Self-supervised Adversarial Robustness for the Low-label, High-data Regime
2021· 8 cited
Multimodal Self-Supervised Learning of General Audio Representations
arXiv (Cornell University)·2021· 20 citedOpen Access
Efficient Visual Pretraining with Contrastive Detection
arXiv (Cornell University)·2021Open Access
Multi-Format Contrastive Learning of Audio Representations
arXiv (Cornell University)·2021· 30 citedOpen Access
Predicting Video with VQVAE
arXiv (Cornell University)·2021· 26 citedOpen Access
Contrastive Predictive Coding of Audio with an Adversary
2020· 14 cited
Are we done with ImageNet?
arXiv (Cornell University)·2020· 74 citedOpen Access
Learning Robust and Multilingual Speech Representations
arXiv (Cornell University)·2020· 13 citedOpen Access
Learning Robust and Multilingual Speech Representations
2020· 80 citedOpen Access
Unsupervised Learning of Efficient and Robust Speech Representations
2019· 7 cited
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Frequent Co-authors

Oriol Vinyals(18), Nal Kalchbrenner(13), Koray Kavukcuoglu(13), Sander Dieleman(11), Karen Simonyan(9), Alex Graves(7), Heiga Zen(6), Yazhe Li(5), Scott Reed(5), Nando de Freitas(5), Benjamin Schrauwen(4), Olivier J. Hénaff(4), Luis C. Cobo(4), Erich Elsen(4), Luyu Wang(4), Lasse Espeholt(3), Ali Razavi(3), Edward Lockhart(3), Florian Stimberg(3), Norman Casagrande(3)