Regularized hyperalignment of multi-set fMRI data. - Hao Xu; Alexander Lorbert; Peter J. Ramadge; J. Swaroop Guntupalli; James V. Haxby (SSP, 2012)

Collaborative denoising of multi-subject fMRI data. - Alexander Lorbert; J. Swaroop Guntupalli; David J. Eis; James V. Haxby; Peter J. Ramadge (ICASSP, 2013)

Inter-subject alignment of human cortical anatomy using functional connectivity. - Bryan R. Conroy; Benjamin D. Singer; J. Swaroop Guntupalli; Peter J. Ramadge; James V. Haxby (NeuroImage, 2013)

Pattern classification precedes region-average hemodynamic response in early visual cortex. - Peter J. Kohler; Sergey V. Fogelson; Eric A. Reavis; Ming Meng; J. Swaroop Guntupalli; Michael Hanke; Yaroslav O. Halchenko; Andrew C. Connolly; James V. Haxby; Peter U. Tse (NeuroImage, 2013)

Joint SVD-Hyperalignment for multi-subject FMRI data alignment. - Po-Hsuan Chen; J. Swaroop Guntupalli; James V. Haxby; Peter J. Ramadge (MLSP, 2014)

High-resolution 7-Tesla fMRI data on the perception of musical genres - an extension to the studyforrest dataset. - Michael Hanke; Richard Dinga; Christian Olaf Häusler; J. Swaroop Guntupalli; Michael Casey; Falko R. Kaule; Jörg Stadler (F1000Research, 2015)

The Animacy Continuum in the Human Ventral Vision Pathway. - Long Sha; James V. Haxby; Hervé Abdi; J. Swaroop Guntupalli; Nikolaas N. Oosterhof; Yaroslav O. Halchenko; Andrew C. Connolly (J. Cogn. Neurosci., 2015)

BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods. - Krzysztof J. Gorgolewski; Fidel Alfaro-Almagro; Tibor Auer; Pierre Bellec; Mihai Capota; M. Mallar Chakravarty; Nathan William Churchill; Alexander Li Cohen; R. Cameron Craddock; Gabriel A. Devenyi; Anders Eklund 002; Oscar Esteban; et al. (PLoS Comput. Biol., 2017)

Cortical Microcircuits from a Generative Vision Model. - Dileep George; Alexander Lavin; J. Swaroop Guntupalli; David A. Mély; Nick Hay; Miguel Lázaro-Gredilla (CoRR, 2018)

Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs. - Miguel Lázaro-Gredilla; Dianhuan Lin; J. Swaroop Guntupalli; Dileep George (CoRR, 2018)

Reliable individual differences in fine-grained cortical functional architecture. - Feilong Ma; Samuel A. Nastase; J. Swaroop Guntupalli; James V. Haxby (NeuroImage, 2018)

A computational model of shared fine-scale structure in the human connectome. - J. Swaroop Guntupalli; Feilong Ma; James V. Haxby (PLoS Comput. Biol., 2018)

Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs. - Dianhuan Lin; J. Swaroop Guntupalli; Dileep George (Sci. Robotics, 2019)

From CAPTCHA to Commonsense: How Brain Can Teach Us About Artificial Intelligence. - Dileep George; Miguel Lázaro-Gredilla; J. Swaroop Guntupalli (Frontiers Comput. Neurosci., 2020)

Predicting individual face-selective topography using naturalistic stimuli. - Jiahui Guo; Feilong Ma; Matteo Visconti di Oleggio Castello; J. Swaroop Guntupalli; Vassiki Chauhan; James V. Haxby; Maria Ida Gobbini (NeuroImage, 2020)

Hybrid hyperalignment: A single high-dimensional model of shared information embedded in cortical patterns of response and functional connectivity. - Erica L. Busch; Lukas Slipski; Feilong Ma; J. Swaroop Guntupalli; Matteo Visconti di Oleggio Castello; Jeremy F. Huckins; Samuel A. Nastase; Maria Ida Gobbini; Tor D. Wager; James V. Haxby (NeuroImage, 2021)

Graph schemas as abstractions for transfer learning, inference, and planning. - J. Swaroop Guntupalli; Rajkumar Vasudeva Raju; Shrinu Kushagra; Carter Wendelken; Danny Sawyer; Ishan Deshpande; Guangyao Zhou; Miguel Lázaro-Gredilla; Dileep George (CoRR, 2023)

DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors. - Joseph Ortiz; Antoine Dedieu; Wolfgang Lehrach; J. Swaroop Guntupalli; Carter Wendelken; Ahmad Humayun; Sivaramakrishnan Swaminathan; Guangyao Zhou; Miguel Lázaro-Gredilla; Kevin P. Murphy (NeurIPS, 2024)

Diffusion Model Predictive Control. - Guangyao Zhou; Sivaramakrishnan Swaminathan; Rajkumar Vasudeva Raju; J. Swaroop Guntupalli; Wolfgang Lehrach; Joseph Ortiz; Antoine Dedieu; Miguel Lázaro-Gredilla; Kevin Patrick Murphy (Trans. Mach. Learn. Res., 2025)

Improving Transformer World Models for Data-Efficient RL. - Antoine Dedieu; Joseph Ortiz; Xinghua Lou; Carter Wendelken; Wolfgang Lehrach; J. Swaroop Guntupalli; Miguel Lázaro-Gredilla; Kevin Patrick Murphy (CoRR, 2025)

Distributional Diffusion Models with Scoring Rules. - Valentin De Bortoli; Alexandre Galashov; J. Swaroop Guntupalli; Guangyao Zhou; Kevin Murphy 002; Arthur Gretton; Arnaud Doucet (CoRR, 2025)