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Dauwels, Justin
9 publications
ICML
2025
Compositional Scene Understanding Through Inverse Generative Modeling
Yanbo Wang
,
Justin Dauwels
,
Yilun Du
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
ICLR
2024
$\alpha$TC-VAE: On the Relationship Between Disentanglement and Diversity
Cristian Meo
,
Louis Mahon
,
Anirudh Goyal
,
Justin Dauwels
ICMLW
2024
Bayesian-LoRA: LoRA Based Parameter Efficient Fine-Tuning Using Optimal Quantization Levels and Rank Values Trough Differentiable Bayesian Gates
Cristian Meo
,
Ksenia Sycheva
,
Anirudh Goyal
,
Justin Dauwels
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
ICML
2023
Slot-VAE: Object-Centric Scene Generation with Slot Attention
Yanbo Wang
,
Letao Liu
,
Justin Dauwels
JMLR
2020
Fast Bayesian Inference of Sparse Networks with Automatic Sparsity Determination
Hang Yu
,
Songwei Wu
,
Luyin Xin
,
Justin Dauwels
IJCAI
2020
Modeling Perception Errors Towards Robust Decision Making in Autonomous Vehicles
Andrea Piazzoni
,
Jim Cherian
,
Martin Slavík
,
Justin Dauwels
NeurIPS
2007
Measuring Neural Synchrony by Message Passing
Justin Dauwels
,
François Vialatte
,
Tomasz Rutkowski
,
Andrzej S. Cichocki