Novack, Zachary

9 publications

ICLR 2026 Steering Autoregressive Music Generation with Recursive Feature Machines Daniel Zhao, Daniel Beaglehole, Julian McAuley, Taylor Berg-Kirkpatrick, Zachary Novack

ICLR 2026 Zephyrus: An Agentic Framework for Weather Science Sumanth Varambally, Marshall Fisher, Jas Thakker, Yiwei Chen, Zhirui Xia, Yasaman Jafari, Ruijia Niu, Manas Jain, Veeramakali Vignesh Manivannan, Zachary Novack, Luyu Han, Srikar Eranky, Salva Rühling Cachay, Taylor Berg-Kirkpatrick, Duncan Watson-Parris, Yian Ma, Rose Yu

ICLR 2025 Presto! Distilling Steps and Layers for Accelerating Music Generation Zachary Novack, Ge Zhu, Jonah Casebeer, Julian McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan

NeurIPS 2025 Repurposing Marigold for Zero-Shot Metric Depth Estimation via Defocus Blur Cues Chinmay Talegaonkar, Nikhil Gandudi Suresh, Zachary Novack, Yash Belhe, Priyanka Nagasamudra, Nicholas Antipa

IJCAI 2025 Synthesizing Composite Hierarchical Structure from Symbolic Music Corpora Ilana Shapiro, Ruanqianqian (Lisa) Huang, Zachary Novack, Cheng-i Wang, Hao-Wen Dong, Taylor Berg-Kirkpatrick, Shlomo Dubnov, Sorin Lerner

ICML 2024 DITTO: Diffusion Inference-Time T-Optimization for Music Generation Zachary Novack, Julian Mcauley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan

ICML 2023 CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets Zachary Novack, Julian Mcauley, Zachary Chase Lipton, Saurabh Garg

ICLRW 2023 CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets Zachary Novack, Julian McAuley, Zachary Chase Lipton, Saurabh Garg

ICLR 2023 Disentangling the Mechanisms Behind Implicit Regularization in SGD Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary Chase Lipton