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Hiroki Waida
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Denoising cosine similarity: A theory-driven approach for efficient representation learning
T Nakagawa, Y Sanada, H Waida, Y Zhang, Y Wada, K Takanashi, ...
Neural Networks 169, 226-241, 2024
2024
Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis
H Waida, Y Wada, L Andéol, T Nakagawa, Y Zhang, T Kanamori
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
2023
Deep Clustering With a Constraint for Topological Invariance Based on Symmetric InfoNCE
Y Zhang, Y Wada, H Waida, K Goto, Y Hino, T Kanamori
Neural Computation 35 (7), 1288-1339, 2023
2023
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