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Nakano, Akihiro
5 publications
TMLR
2025
Efficient Object-Centric Representation Learning Using Masked Generative Modeling
Akihiro Nakano
,
Masahiro Suzuki
,
Yutaka Matsuo
ICLRW
2025
Masked Generative Priors Improve World Models Sequence Modelling Capabilities
Cristian Meo
,
Mircea Tudor Lică
,
Zarif Ikram
,
Akihiro Nakano
,
Vedant Shah
,
Aniket Rajiv Didolkar
,
Dianbo Liu
,
Anirudh Goyal
,
Justin Dauwels
NeurIPSW
2024
Faster Slot Decoding Using Masked Transformer
Akihiro Nakano
,
Masahiro Suzuki
,
Yutaka Matsuo
NeurIPSW
2024
Object-Centric Temporal Consistency via Conditional Autoregressive Inductive Biases
Cristian Meo
,
Akihiro Nakano
,
Mircea Tudor Lică
,
Aniket Rajiv Didolkar
,
Masahiro Suzuki
,
Anirudh Goyal
,
Mengmi Zhang
,
Justin Dauwels
,
Yutaka Matsuo
,
Yoshua Bengio
ICLR
2023
Interaction-Based Disentanglement of Entities for Object-Centric World Models
Akihiro Nakano
,
Masahiro Suzuki
,
Yutaka Matsuo