Hiroki Waida

According to our database1, Hiroki Waida authored at least 6 papers between 2023 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

2023
2024
2025
0
1
2
3
4
1
2
1
1
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2025
Investigating self-supervised image denoising with denaturation.
Neural Networks, 2025

2024
Denoising cosine similarity: A theory-driven approach for efficient representation learning.
Neural Networks, January, 2024

Scaling-based Data Augmentation for Generative Models and its Theoretical Extension.
CoRR, 2024

Robust VAEs via Generating Process of Noise Augmented Data.
Proceedings of the IEEE International Symposium on Information Theory, 2024

2023
Deep Clustering With a Constraint for Topological Invariance Based on Symmetric InfoNCE.
Neural Comput., July, 2023

Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023


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