Takashi Nishide
4 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(13)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
Conferences
AAAI (1)
ECCV (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
out-of-distribution detection
(2)
generative model
(2)
normalizing flow
(2)
score matching
(1)
diffusion model
(1)
score-based diffusion model
(1)
stein identity
(1)
latent space
(1)
deep generative model
(1)
stein's identity
(1)
typical set
(1)
adversarial example detection
(1)
image complexity
(1)
likelihood assignment
(1)
image generation
(1)
jacobian trace
(1)
likelihood estimation
(1)
reconstruction error
(1)
Papers
Local Curvature Smoothing with Stein's Identity for Efficient Score Matching
NIPS 2024
Understanding Likelihood of Normalizing Flow and Image Complexity through the Lens of Out-of-Distribution Detection
AAAI 2024
Out-of-Distribution Detection With Reconstruction Error and Typicality-Based Penalty
WACV 2023
Regularization with Latent Space Virtual Adversarial Training
ECCV 2020