Zachary Novack
6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (11) π Renaissance Researcher (5) π Interdisciplinary Bridge
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Taxonomy Completionist
(10)
Conferences
ICLR (2)
ICML (2)
EMNLP (1)
IJCAI (1)
Top co-authors
Keywords
combinatorial optimization
(1)
image classification
(1)
zero-shot learning
(1)
benchmark evaluation
(1)
question answering
(1)
prompt engineering
(1)
visual reasoning
(1)
simulated annealing
(1)
hierarchical structure
(1)
multimodal large language model
(1)
clip model
(1)
satisfiability modulo theory
(1)
music analysis
(1)
structural distance
(1)
hierarchical label
(1)
music understanding
(1)
symbolic music reasoning
(1)
musicological analysis
(1)
Papers
WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning
EMNLP 2025
Presto! Distilling Steps and Layers for Accelerating Music Generation
ICLR 2025
Synthesizing Composite Hierarchical Structure from Symbolic Music Corpora
IJCAI 2025
DITTO: Diffusion Inference-Time T-Optimization for Music Generation
ICML 2024
Disentangling the Mechanisms Behind Implicit Regularization in SGD
ICLR 2023
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets
ICML 2023