Tolias, Andreas

9 publications

NeurIPS 2023 Energy Guided Diffusion for Generating Neurally Exciting Images Pawel Pierzchlewicz, Konstantin Willeke, Arne Nix, Pavithra Elumalai, Kelli Restivo, Tori Shinn, Cate Nealley, Gabrielle Rodriguez, Saumil Patel, Katrin Franke, Andreas Tolias, Fabian H. Sinz

NeurIPS 2023 Taking the Neural Sampling Code Very Seriously: A Data-Driven Approach for Evaluating Generative Models of the Visual System Suhas Shrinivasan, Konstantin-Klemens Lurz, Kelli Restivo, George Denfield, Andreas Tolias, Edgar Walker, Fabian H. Sinz

NeurIPS 2021 A Flow-Based Latent State Generative Model of Neural Population Responses to Natural Images Mohammad Bashiri, Edgar Walker, Konstantin-Klemens Lurz, Akshay Jagadish, Taliah Muhammad, Zhiwei Ding, Zhuokun Ding, Andreas Tolias, Fabian H. Sinz

NeurIPS 2021 Towards Robust Vision by Multi-Task Learning on Monkey Visual Cortex Shahd Safarani, Arne Nix, Konstantin Willeke, Santiago Cadena, Kelli Restivo, George Denfield, Andreas Tolias, Fabian H. Sinz

NeurIPS 2020 Factorized Neural Processes for Neural Processes: K-Shot Prediction of Neural Responses Ronald Cotton, Fabian H. Sinz, Andreas Tolias

NeurIPSW 2019 How Well Do Deep Neural Networks Trained on Object Recognition Characterize the Mouse Visual System? Santiago A. Cadena, Fabian H. Sinz, Taliah Muhammad, Emmanouil Froudarakis, Erick Cobos, Edgar Y. Walker, Jake Reimer, Matthias Bethge, Andreas Tolias, Alexander S. Ecker

NeurIPS 2019 Learning from Brains How to Regularize Machines Zhe Li, Wieland Brendel, Edgar Walker, Erick Cobos, Taliah Muhammad, Jacob Reimer, Matthias Bethge, Fabian Sinz, Zachary Pitkow, Andreas Tolias

NeurIPS 2018 Stimulus Domain Transfer in Recurrent Models for Large Scale Cortical Population Prediction on Video Fabian Sinz, Alexander S Ecker, Paul Fahey, Edgar Walker, Erick Cobos, Emmanouil Froudarakis, Dimitri Yatsenko, Zachary Pitkow, Jacob Reimer, Andreas Tolias

NeurIPS 2003 Prediction on Spike Data Using Kernel Algorithms Jan Eichhorn, Andreas Tolias, Alexander Zien, Malte Kuss, Jason Weston, Nikos Logothetis, Bernhard Schölkopf, Carl E. Rasmussen