Tomoyuki Okuno
8 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Unstoppable · Bronze
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Deep Learning
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Optimization & Theory · Machine Learning
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Keywords
generative model
(2)
normalizing flow
(2)
multi-task learning
(1)
image restoration
(1)
anomaly detection
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density estimation
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visual question answering
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weight sharing
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multimodal learning
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visual grounding
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flow matching
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neural network optimization
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feature similarity
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sampling efficiency
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uncertainty quantification
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image generation
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diffusion model
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semantic segmentation
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energy-based model
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transformer architecture
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Papers
ODEt(ODEl): Shortcutting the Time and the Length in Diffusion and Flow Models for Faster Sampling
WACV 2026
Proxy3D: Efficient 3D Representations for Vision-Language Models via Semantic Clustering and Alignment
CVPR 2026
SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference
ICML 2025
ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-variable Context Encoding
UAI 2024
Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation
AAAI 2024
Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting
ICML 2024
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow
UAI 2023
MTTrans: Cross-Domain Object Detection with Mean Teacher Transformer
ECCV 2022