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Taniguchi, Shohei
7 publications
ICML
2025
Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence
Gouki Minegishi
,
Hiroki Furuta
,
Shohei Taniguchi
,
Yusuke Iwasawa
,
Yutaka Matsuo
ICLRW
2025
FullDiffusion: Diffusion Models Without Time Truncation
Shohei Taniguchi
,
Masahiro Suzuki
,
Yusuke Iwasawa
,
Yutaka Matsuo
ICLRW
2025
In-Context Meta Learning Induces Multi-Phase Circuit Emergence
Gouki Minegishi
,
Hiroki Furuta
,
Shohei Taniguchi
,
Yusuke Iwasawa
,
Yutaka Matsuo
NeurIPS
2024
ADOPT: Modified Adam Can Converge with Any $\beta_2$ with the Optimal Rate
Shohei Taniguchi
,
Keno Harada
,
Gouki Minegishi
,
Yuta Oshima
,
Seong Cheol Jeong
,
Go Nagahara
,
Tomoshi Iiyama
,
Masahiro Suzuki
,
Yusuke Iwasawa
,
Yutaka Matsuo
ICLRW
2024
SSM Meets Video Diffusion Models: Efficient Video Generation with Structured State Spaces
Yuta Oshima
,
Shohei Taniguchi
,
Masahiro Suzuki
,
Yutaka Matsuo
ICML
2023
End-to-End Training of Deep Boltzmann Machines by Unbiased Contrastive Divergence with Local Mode Initialization
Shohei Taniguchi
,
Masahiro Suzuki
,
Yusuke Iwasawa
,
Yutaka Matsuo
NeurIPS
2022
Langevin Autoencoders for Learning Deep Latent Variable Models
Shohei Taniguchi
,
Yusuke Iwasawa
,
Wataru Kumagai
,
Yutaka Matsuo