Zachary Novack
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(3)
Application Areas
(2)
Models
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Applications
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
diffusion model
(2)
model compression
(1)
image classification
(1)
stochastic gradient descent
(1)
zero-shot learning
(1)
benchmark evaluation
(1)
knowledge distillation
(1)
question answering
(1)
prompt engineering
(1)
visual reasoning
(1)
simulated annealing
(1)
fisher information matrix
(1)
hierarchical structure
(1)
implicit regularization
(1)
gradient norm
(1)
multimodal large language model
(1)
generalization gap
(1)
clip model
(1)
satisfiability modulo theory
(1)
music generation
(1)
Papers
Presto! Distilling Steps and Layers for Accelerating Music Generation
ICLR 2025
Synthesizing Composite Hierarchical Structure from Symbolic Music Corpora
IJCAI 2025
WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning
EMNLP 2025
DITTO: Diffusion Inference-Time T-Optimization for Music Generation
ICML 2024
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets
ICML 2023
Disentangling the Mechanisms Behind Implicit Regularization in SGD
ICLR 2023