Masahiro Suzuki
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory · Machine Learning
(2)
Computer Vision
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
generative model
(2)
deep reinforcement learning
(1)
contrastive learning
(1)
stochastic gradient descent
(1)
hyperparameter optimization
(1)
metropolis-hastings sampling
(1)
image editing
(1)
text-to-image generation
(1)
feature disentanglement
(1)
neural network optimization
(1)
gibbs sampling
(1)
density ratio estimation
(1)
importance weighting
(1)
contrastive divergence
(1)
learning rate
(1)
deep boltzmann machine
(1)
convergence guarantee
(1)
convergence rate
(1)
adam optimizer
(1)
benchmark dataset
(1)
Papers
CLIP-like Model as a Foundational Density Ratio Estimator
CVPR 2026
MultiBanana: A Challenging Benchmark for Multi-Reference Text-to-Image Generation
CVPR 2026
ADOPT: Modified Adam Can Converge with Any β_2 with the Optimal Rate
NeurIPS 2024
End-to-end Training of Deep Boltzmann Machines by Unbiased Contrastive Divergence with Local Mode Initialization
ICML 2023
Interaction-Based Disentanglement of Entities for Object-Centric World Models
ICLR 2023