Takahiro Ogawa
7 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(19)
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Trend Setter
Venues
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Research topics
Machine Learning
(6)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Analysis
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Keywords
few-shot action recognition
(2)
generative model
(2)
dimensionality reduction
(1)
representation learning
(1)
contrastive learning
(1)
continual learning
(1)
few-shot learning
(1)
action recognition
(1)
temporal modeling
(1)
personalized generation
(1)
medical report generation
(1)
nonparametric estimation
(1)
temporal alignment
(1)
state space model
(1)
diffusion model
(1)
adversarial perturbation
(1)
variational autoencoder
(1)
low-rank adaptation
(1)
latent space
(1)
hyperbolic embedding
(1)
Papers
Adversarial Perturbation Shield: Preventing Concept Bleed-through in Continual Learning of Personalized Generative Models
AAAI 2026
Otter: Mitigating Background Distractions of Wide-Angle Few-Shot Action Recognition with Enhanced RWKV
AAAI 2026
Personalized Longitudinal Medical Report Generation via Temporally-Aware Federated Adaptation
CVPR 2026
Hyperboloid GPLVM for Discovering Continuous Hierarchies via Nonparametric Estimation
AISTATS 2025
Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence
AAAI 2025
Gromov-Wasserstein Autoencoders
ICLR 2023
Union-Set Multi-source Model Adaptation for Semantic Segmentation
ECCV 2022