Jaesung Hwang
4 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (1)
AISTATS (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
deep generative model
(2)
em algorithm
(1)
outlier detection
(1)
generative model
(1)
ensemble method
(1)
loss function
(1)
unsupervised anomaly detection
(1)
importance weighted autoencoder
(1)
exemplar retrieval
(1)
maximal marginal relevance
(1)
computational cost reduction
(1)
loss truncation
(1)
length diversity
(1)
self-normalized importance sampling
(1)
missing data problem
(1)
retrieval-augmented summarization
(1)
inlier memorization
(1)
unsupervised learning
(1)
adaptive loss truncation
(1)
Papers
ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect
AAAI 2025
Considering Length Diversity in Retrieval-Augmented Summarization
NAACL 2025
ODIM: Outlier Detection via Likelihood of Under-Fitted Generative Models
ICML 2024
On casting importance weighted autoencoder to an EM algorithm to learn deep generative models
AISTATS 2020