Zachary Novack

According to our database, Zachary Novack authored at least 9 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Presto! Distilling Steps and Layers for Accelerating Music Generation.

Zachary Novack, Ge Zhu, Jonah Casebeer, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan

CoRR, 2024

CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation.

Junda Wu, Warren Li, Zachary Novack, Amit Namburi, Carol Chen, Julian J. McAuley

CoRR, 2024

PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing.

Phillip Long, Zachary Novack, Taylor Berg-Kirkpatrick, Julian J. McAuley

CoRR, 2024

Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation.

Junda Wu, Zachary Novack, Amit Namburi, Jiaheng Dai, Hao-Wen Dong, Zhouhang Xie, Carol Chen, Julian J. McAuley

CoRR, 2024

DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation.

Zachary Novack, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan

CoRR, 2024

DITTO: Diffusion Inference-Time T-Optimization for Music Generation.

Zachary Novack, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Unsupervised Lead Sheet Generation via Semantic Compression.

Zachary Novack, Nikita Srivatsan, Taylor Berg-Kirkpatrick, Julian J. McAuley

CoRR, 2023

CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets.

Zachary Novack, Julian J. McAuley, Zachary Chase Lipton, Saurabh Garg

Proceedings of the International Conference on Machine Learning, 2023

Disentangling the Mechanisms Behind Implicit Regularization in SGD.

Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary Chase Lipton

Proceedings of the Eleventh International Conference on Learning Representations, 2023