Kento Nishi
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(19)
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Deep Learning
(2)
Learning Types · Deep Learning
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Cognitive Science
(1)
Representation
(1)
Resources & Methods
(1)
Keywords
semi-supervised learning
(3)
image classification
(2)
label noise
(2)
transformer
(2)
data augmentation
(2)
energy minimization
(1)
concept representation
(1)
deep learning
(1)
compositional generalization
(1)
graph topology
(1)
deep neural network
(1)
latent space
(1)
noisy label
(1)
pseudo label
(1)
factual recall
(1)
reasoning performance
(1)
cross-task relation
(1)
sample filtering
(1)
structured knowledge graph
(1)
semantic organization
(1)
Papers
ICLR: In-Context Learning of Representations
ICLR 2025
Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing
ICML 2025
Joint-Task Regularization for Partially Labeled Multi-Task Learning
CVPR 2024
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model
ICML 2024
Augmentation Strategies for Learning With Noisy Labels
CVPR 2021
Improving Label Noise Robustness with Data Augmentation and Semi-Supervised Learning (Student Abstract)
AAAI 2021