John Hughes
6 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(15)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(10)
β
The Questioner
Conferences
ICLR (2)
ICML (2)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
bayesian inference
(1)
image compression
(1)
markov chain monte carlo
(1)
vector quantization
(1)
hierarchical model
(1)
variational autoencoder
(1)
discrete representation
(1)
stein discrepancy
(1)
intractable normalizing function
(1)
monte carlo approximation
(1)
exponential random graph model
(1)
hierarchical latent structure
(1)
normalizing function
(1)
intractable model
(1)
Papers
Looking Inward: Language Models Can Learn About Themselves by Introspection
ICLR 2025
Failures to Find Transferable Image Jailbreaks Between Vision-Language Models
ICLR 2025
How Do Large Language Monkeys Get Their Power (Laws)?
ICML 2025
Debating with More Persuasive LLMs Leads to More Truthful Answers
ICML 2024
Measuring Sample Quality in Algorithms for Intractable Normalizing Function Problems
JMLR 2024
Hierarchical Quantized Autoencoders
NIPS 2020