Sangwoong Yoon
6 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(19)
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Grand Slam
Venues
Top co-authors
Research topics
Keywords
energy-based model
(3)
diffusion model
(2)
maximum entropy
(1)
anomaly detection
(1)
image retrieval
(1)
similarity learning
(1)
scene graph
(1)
inverse reinforcement learning
(1)
outlier detection
(1)
maximum likelihood
(1)
mcmc sampling
(1)
kernel density estimation
(1)
reconstruction error
(1)
sentence similarity
(1)
generative model
(1)
probabilistic model
(1)
out-of-distribution detection
(1)
bias reduction
(1)
density ratio
(1)
negative sample
(1)
Papers
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models
NeurIPS 2024
Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach
NeurIPS 2023
Variational Weighting for Kernel Density Ratios
NeurIPS 2023
Regularized Autoencoders for Isometric Representation Learning
ICLR 2022
Autoencoding Under Normalization Constraints
ICML 2021
Image-to-Image Retrieval by Learning Similarity between Scene Graphs
AAAI 2021