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Recent Preprints and Publications

Paper	Preprint	Code
Learning the Evolution of Physical Structure of Galaxies via Diffusion Models	arXiv	code
Unlocking the Potential of Text-to-Image Diffusion with PAC-Bayesian Theory	arXiv	NA
Better Prompt Compression Without Multi-Layer Perceptrons	OpenReview	NA
DODT: Enhanced Online Decision Transformer Learning through Dreamer's Actor-Critic Trajectory Forecasting	arXiv	NA
Think Twice Before You Act: Improving Inverse Problem Solving With MCMC	OpenReview	NA
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference	arXiv	code
Differentiable VQ-VAE's for Robust White Matter Streamline Encodings	arXiv	code
Improved BOLD Detection With Sliced Inverse Regression	bioRxiv	code
SDSRA: A Skill-Driven Skill-Recombination Algorithm for Efficient Policy Learning	arXiv	code
StreamNet: A WAE for White Matter Streamline Analysis	arXiv	NA
Alignment of Tractography Streamlines Using Deformation Transfer via Parallel Transport	arXiv	code
SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Functional Alignment	arXiv	NA