Sangwoong Yoon
6 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) π Conference Polyglot (4) π Cross-Pollinator (13) π§ Keyword Pioneer π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(18)
π
Grand Slam
Conferences
NIPS (3)
AAAI (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
energy-based model
(3)
diffusion model
(2)
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)
visual relationship
(1)
Papers
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models
NIPS 2024
Variational Weighting for Kernel Density Ratios
NIPS 2023
Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach
NIPS 2023
Regularized Autoencoders for Isometric Representation Learning
ICLR 2022
Image-to-Image Retrieval by Learning Similarity between Scene Graphs
AAAI 2021
Autoencoding Under Normalization Constraints
ICML 2021