Yohei Nakata
8 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Cross-Pollinator (15)
π₯
Unstoppable
(5)
Conferences
ICML (2)
UAI (2)
WACV (2)
AAAI (1)
ECCV (1)
Top co-authors
Keywords
transformer architecture
(1)
representation learning
(1)
semantic segmentation
(1)
multi-task learning
(1)
image generation
(1)
image restoration
(1)
online clustering
(1)
uncertainty quantification
(1)
feature distribution
(1)
flow matching
(1)
neural network optimization
(1)
sampling efficiency
(1)
weight sharing
(1)
generative model
(1)
diffusion model
(1)
deep neural network
(1)
normalizing flow
(1)
energy-based model
(1)
out-of-distribution detection
(1)
mixture of expert
(1)
Papers
ODEt(ODEl): Shortcutting the Time and the Length in Diffusion and Flow Models for Faster Sampling
WACV 2026
SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference
ICML 2025
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
ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-variable Context Encoding
UAI 2024
Learning Intra-Class Multimodal Distributions With Orthonormal Matrices
WACV 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