Kento Nishi
6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
CVPR (2)
ICML (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
semi-supervised learning
(3)
data augmentation
(2)
label noise
(2)
image classification
(2)
deep neural network
(1)
latent space
(1)
noisy label
(1)
pseudo label
(1)
cross-task relation
(1)
sample filtering
(1)
joint-task regularization
(1)
multi-task learning
(1)
noisy label learning
(1)
deep learning
(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
Improving Label Noise Robustness with Data Augmentation and Semi-Supervised Learning (Student Abstract)
AAAI 2021
Augmentation Strategies for Learning With Noisy Labels
CVPR 2021