J. Swaroop Guntupalli

25 papers A* 3Misc 1Journal 19Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Diffusion Model Predictive Control. Trans. Mach. Learn. Res. Guangyao Zhou, Sivaramakrishnan Swaminathan, Rajkumar Vasudeva Raju, J. Swaroop Guntupalli, Wolfgang Lehrach, Joseph Ortiz, Antoine Dedieu, Miguel Lázaro-Gredilla, Kevin Patrick Murphy
2025	A*	`conf`	Distributional Diffusion Models with Scoring Rules. ICML Valentin De Bortoli, Alexandre Galashov, J. Swaroop Guntupalli, Guangyao Zhou, Kevin Patrick Murphy, Arthur Gretton, Arnaud Doucet
2025	J	`jnl`	Distributional Diffusion Models with Scoring Rules. CoRR Valentin De Bortoli, Alexandre Galashov, J. Swaroop Guntupalli, Guangyao Zhou, Kevin Murphy, Arthur Gretton, Arnaud Doucet
2025	A*	`conf`	Improving Transformer World Models for Data-Efficient RL. ICML Antoine Dedieu, Joseph Ortiz, Xinghua Lou, Carter Wendelken, J. Swaroop Guntupalli, Wolfgang Lehrach, Miguel Lázaro-Gredilla, Kevin Patrick Murphy
2025	J	`jnl`	Improving Transformer World Models for Data-Efficient RL. CoRR Antoine Dedieu, Joseph Ortiz, Xinghua Lou, Carter Wendelken, Wolfgang Lehrach, J. Swaroop Guntupalli, Miguel Lázaro-Gredilla, Kevin Patrick Murphy
2024	A*	`conf`	DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors. NeurIPS Joseph Ortiz, Antoine Dedieu, Wolfgang Lehrach, J. Swaroop Guntupalli, Carter Wendelken, Ahmad Humayun, Sivaramakrishnan Swaminathan, Guangyao Zhou, Miguel Lázaro-Gredilla, Kevin P. Murphy
2024	J	`jnl`	DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors. CoRR Joseph Ortiz, Antoine Dedieu, Wolfgang Lehrach, J. Swaroop Guntupalli, Carter Wendelken, Ahmad Humayun, Guangyao Zhou, Sivaramakrishnan Swaminathan, Miguel Lázaro-Gredilla, Kevin Murphy
2024	J	`jnl`	Diffusion Model Predictive Control. CoRR Guangyao Zhou, Sivaramakrishnan Swaminathan, Rajkumar Vasudeva Raju, J. Swaroop Guntupalli, Wolfgang Lehrach, Joseph Ortiz, Antoine Dedieu, Miguel Lázaro-Gredilla, Kevin Murphy
2023	J	`jnl`	Graph schemas as abstractions for transfer learning, inference, and planning. CoRR J. Swaroop Guntupalli, Rajkumar Vasudeva Raju, Shrinu Kushagra, Carter Wendelken, Danny Sawyer, Ishan Deshpande, Guangyao Zhou, Miguel Lázaro-Gredilla, Dileep George
2021	J	`jnl`	Hybrid hyperalignment: A single high-dimensional model of shared information embedded in cortical patterns of response and functional connectivity. NeuroImage 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
2020	J	`jnl`	From CAPTCHA to Commonsense: How Brain Can Teach Us About Artificial Intelligence. Frontiers Comput. Neurosci. Dileep George, Miguel Lázaro-Gredilla, J. Swaroop Guntupalli
2020	J	`jnl`	Predicting individual face-selective topography using naturalistic stimuli. NeuroImage Jiahui Guo, Feilong Ma, Matteo Visconti di Oleggio Castello, J. Swaroop Guntupalli, Vassiki Chauhan, James V. Haxby, Maria Ida Gobbini
2019	J	`jnl`	Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs. Sci. Robotics Dianhuan Lin, J. Swaroop Guntupalli, Dileep George
2018	J	`jnl`	A computational model of shared fine-scale structure in the human connectome. PLoS Comput. Biol. J. Swaroop Guntupalli, Feilong Ma, James V. Haxby
2018	J	`jnl`	Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs. CoRR Miguel Lázaro-Gredilla, Dianhuan Lin, J. Swaroop Guntupalli, Dileep George
2018	J	`jnl`	Cortical Microcircuits from a Generative Vision Model. CoRR Dileep George, Alexander Lavin, J. Swaroop Guntupalli, David A. Mély, Nick Hay, Miguel Lázaro-Gredilla
2018	J	`jnl`	Reliable individual differences in fine-grained cortical functional architecture. NeuroImage Feilong Ma, Samuel A. Nastase, J. Swaroop Guntupalli, James V. Haxby
2017	J	`jnl`	BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods. PLoS Comput. Biol. 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, Oscar Esteban, Guillaume Flandin, Satrajit S. Ghosh, J. Swaroop Guntupalli, Mark Jenkinson, Anisha Keshavan, Gregory Kiar, Franziskus Liem, Pradeep Reddy Raamana, David Raffelt, Christopher John Steele, Pierre-Olivier Quirion, Robert E. Smith, Stephen C. Strother, Gaël Varoquaux, Yida Wang, Tal Yarkoni, Russell A. Poldrack
2015	J	`jnl`	High-resolution 7-Tesla fMRI data on the perception of musical genres - an extension to the F1000Research Michael Hanke, Richard Dinga, Christian Olaf Häusler, J. Swaroop Guntupalli, Michael Casey, Falko R. Kaule, Jörg Stadler
2015	J	`jnl`	The Animacy Continuum in the Human Ventral Vision Pathway. J. Cogn. Neurosci. Long Sha, James V. Haxby, Hervé Abdi, J. Swaroop Guntupalli, Nikolaas N. Oosterhof, Yaroslav O. Halchenko, Andrew C. Connolly
2014	—	`conf`	Joint SVD-Hyperalignment for multi-subject FMRI data alignment. MLSP Po-Hsuan Chen, J. Swaroop Guntupalli, James V. Haxby, Peter J. Ramadge
2013	Misc	`conf`	Collaborative denoising of multi-subject fMRI data. ICASSP Alexander Lorbert, J. Swaroop Guntupalli, David J. Eis, James V. Haxby, Peter J. Ramadge
2013	J	`jnl`	Inter-subject alignment of human cortical anatomy using functional connectivity. NeuroImage Bryan R. Conroy, Benjamin D. Singer, J. Swaroop Guntupalli, Peter J. Ramadge, James V. Haxby
2013	J	`jnl`	Pattern classification precedes region-average hemodynamic response in early visual cortex. NeuroImage 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
2012	—	`conf`	Regularized hyperalignment of multi-set fMRI data. SSP Hao Xu, Alexander Lorbert, Peter J. Ramadge, J. Swaroop Guntupalli, James V. Haxby