| Chils: Zero-shot image classification with hierarchical label sets Z Novack, J McAuley, ZC Lipton, S Garg International Conference on Machine Learning, 26342-26362, 2023 | 80 | 2023 |
| DITTO: Diffusion inference-time t-optimization for music generation Z Novack, J McAuley, T Berg-Kirkpatrick, NJ Bryan arXiv preprint arXiv:2401.12179, 2024 | 25 | 2024 |
| DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation Z Novack, J McAuley, T Berg-Kirkpatrick, N Bryan arXiv preprint arXiv:2405.20289, 2024 | 2 | 2024 |
| Disentangling the Mechanisms Behind Implicit Regularization in SGD Z Novack, S Kaur, T Marwah, S Garg, ZC Lipton arXiv preprint arXiv:2211.15853, 2022 | 2 | 2022 |
| Futga: Towards fine-grained music understanding through temporally-enhanced generative augmentation J Wu, Z Novack, A Namburi, J Dai, HW Dong, Z Xie, C Chen, J McAuley arXiv preprint arXiv:2407.20445, 2024 | 1 | 2024 |
| Unsupervised Lead Sheet Generation via Semantic Compression Z Novack, N Srivatsan, T Berg-Kirkpatrick, J McAuley arXiv preprint arXiv:2310.10772, 2023 | 1 | 2023 |
| Presto! Distilling Steps and Layers for Accelerating Music Generation Z Novack, G Zhu, J Casebeer, J McAuley, T Berg-Kirkpatrick, NJ Bryan arXiv preprint arXiv:2410.05167, 2024 | | 2024 |
| Deriving Representative Structure Over Music Corpora I Shapiro, R Huang, Z Novack, CI Wang, HW Dong, T Berg-Kirkpatrick, ... | | 2024 |
| CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation J Wu, W Li, Z Novack, A Namburi, C Chen, J McAuley arXiv preprint arXiv:2410.02271, 2024 | | 2024 |
| PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing P Long, Z Novack, T Berg-Kirkpatrick, J McAuley arXiv preprint arXiv:2409.10831, 2024 | | 2024 |
| Down the Rabbit Hole: Modeling Twitter Dynamics through Bayesian Inference Z Novak Carnegie Mellon University, 0 | | |
Julian McAuleyProfessor, UC San DiegoVerified email at eng.ucsd.edu