Zachary Novack

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Regularization Methods

Semantically Equivalent

Classifier Training

Hierarchical Classification

Top Venues

Publications

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 (2024)
Zachary Novack, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan
DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation. CoRR (2024)
Zachary Novack, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan
DITTO: Diffusion Inference-Time T-Optimization for Music Generation. CoRR (2024)
Zachary Novack, Julian J. McAuley, Zachary Chase Lipton, Saurabh Garg
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets. ICML (2023)
Zachary Novack, Saurabh Garg, Julian J. McAuley, Zachary C. Lipton
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets. CoRR (2023)
Zachary Novack, Nikita Srivatsan, Taylor Berg-Kirkpatrick, Julian J. McAuley
Unsupervised Lead Sheet Generation via Semantic Compression. CoRR (2023)
Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary Chase Lipton
Disentangling the Mechanisms Behind Implicit Regularization in SGD. ICLR (2023)
Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary C. Lipton
Disentangling the Mechanisms Behind Implicit Regularization in SGD. CoRR (2022)