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researcher

Kenta Niwa

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.AI1
ORCID 0000-0002-6911-0238
same name
  • Kenta Niwa — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedEmbarrassingly Simple Text Watermarks

4 citations · 6 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2023★ 4 cited

Embarrassingly Simple Text Watermarks

Ryoma Sato, Yuki Takezawa, Han Bao +2

We propose Easymark, a family of embarrassingly simple yet effective watermarks. Text watermarking is becoming increasingly important with the advent of Large Language Models (LLM)…

cs.AI2023★ 1 cited

Lookahead Diffusion Probabilistic Models for Refining Mean Estimation

Guoqiang Zhang, Niwa Kenta, W. Bastiaan Kleijn

We propose lookahead diffusion probabilistic models (LA-DPMs) to exploit the correlation in the outputs of the deep neural networks (DNNs) over subsequent timesteps in diffusion pr…

cs.LG2021★ 1 cited

Extending AdamW by Leveraging Its Second Moment and Magnitude

Guoqiang Zhang, Niwa Kenta, W. Bastiaan Kleijn

Recent work [4] analyses the local convergence of Adam in a neighbourhood of an optimal solution for a twice-differentiable function. It is found that the learning rate has to be s…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.