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Zachary Novack
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2020 – today
- 2024
- [c3]Zachary Novack, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan:
DITTO: Diffusion Inference-Time T-Optimization for Music Generation. ICML 2024 - [i9]Zachary Novack, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan:
DITTO: Diffusion Inference-Time T-Optimization for Music Generation. CoRR abs/2401.12179 (2024) - [i8]Zachary Novack, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan:
DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation. CoRR abs/2405.20289 (2024) - [i7]Junda Wu, Zachary Novack, Amit Namburi, Jiaheng Dai, Hao-Wen Dong, Zhouhang Xie, Carol Chen, Julian J. McAuley:
Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation. CoRR abs/2407.20445 (2024) - [i6]Phillip Long, Zachary Novack, Taylor Berg-Kirkpatrick, Julian J. McAuley:
PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing. CoRR abs/2409.10831 (2024) - [i5]Junda Wu, Warren Li, Zachary Novack, Amit Namburi, Carol Chen, Julian J. McAuley:
CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation. CoRR abs/2410.02271 (2024) - [i4]Zachary Novack, Ge Zhu, Jonah Casebeer, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan:
Presto! Distilling Steps and Layers for Accelerating Music Generation. CoRR abs/2410.05167 (2024) - 2023
- [c2]Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary Chase Lipton:
Disentangling the Mechanisms Behind Implicit Regularization in SGD. ICLR 2023 - [c1]Zachary Novack, Julian J. McAuley, Zachary Chase Lipton, Saurabh Garg:
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets. ICML 2023: 26342-26362 - [i3]Zachary Novack, Saurabh Garg, Julian J. McAuley, Zachary C. Lipton:
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets. CoRR abs/2302.02551 (2023) - [i2]Zachary Novack, Nikita Srivatsan, Taylor Berg-Kirkpatrick, Julian J. McAuley:
Unsupervised Lead Sheet Generation via Semantic Compression. CoRR abs/2310.10772 (2023) - 2022
- [i1]Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary C. Lipton:
Disentangling the Mechanisms Behind Implicit Regularization in SGD. CoRR abs/2211.15853 (2022)
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