Jonathan Masci

65 papers A* 9B 8C 1Journal 32Unranked 14

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Supervised tractogram filtering using Geometric Deep Learning. Medical Image Anal. Pietro Astolfi, Ruben S. Verhagen, Laurent Petit, Emanuele Olivetti, Silvio Sarubbo, Jonathan Masci, Davide Boscaini, Paolo Avesani
2022	J	`jnl`	Supervised Tractogram Filtering using Geometric Deep Learning. CoRR Pietro Astolfi, Ruben S. Verhagen, Laurent Petit, Emanuele Olivetti, Silvio Sarubbo, Jonathan Masci, Davide Boscaini, Paolo Avesani
2021	J	`jnl`	Automatic design of novel potential 3CL CoRR Timothy Atkinson, Saeed Saremi, Faustino J. Gomez, Jonathan Masci
2020	B	`conf`	Clustered Dynamic Graph CNN for Biometric 3D Hand Shape Recognition. IJCB Jan Svoboda, Pietro Astolfi, Davide Boscaini, Jonathan Masci, Michael M. Bronstein
2020	A*	`conf`	Deep Graph Matching Consensus. ICLR Matthias Fey, Jan Eric Lenssen, Christopher Morris, Jonathan Masci, Nils M. Kriege
2020	J	`jnl`	Deep Graph Matching Consensus. CoRR Matthias Fey, Jan Eric Lenssen, Christopher Morris, Jonathan Masci, Nils M. Kriege
2020	A*	`conf`	Deep Iterative Surface Normal Estimation. CVPR Jan Eric Lenssen, Christian Osendorfer, Jonathan Masci
2020	A*	`conf`	Infinite-Horizon Differentiable Model Predictive Control. ICLR Sebastian East, Marco Gallieri, Jonathan Masci, Jan Koutník, Mark Cannon
2020	J	`jnl`	Infinite-Horizon Differentiable Model Predictive Control. CoRR Sebastian East, Marco Gallieri, Jonathan Masci, Jan Koutník, Mark Cannon
2020	A*	`conf`	Learning to Detect Objects with a 1 Megapixel Event Camera. NeurIPS Etienne Perot, Pierre de Tournemire, Davide Nitti, Jonathan Masci, Amos Sironi
2020	J	`jnl`	Learning to Detect Objects with a 1 Megapixel Event Camera. CoRR Etienne Perot, Pierre de Tournemire, Davide Nitti, Jonathan Masci, Amos Sironi
2020	J	`jnl`	Real-time Classification from Short Event-Camera Streams using Input-filtering Neural ODEs. CoRR Giorgio Giannone, Asha Anoosheh, Alessio Quaglino, Pierluca D'Oro, Marco Gallieri, Jonathan Masci
2020	A*	`conf`	SNODE: Spectral Discretization of Neural ODEs for System Identification. ICLR Alessio Quaglino, Marco Gallieri, Jonathan Masci, Jan Koutník
2020	—	`conf`	Tractogram Filtering of Anatomically Non-plausible Fibers with Geometric Deep Learning. MICCAI (7) Pietro Astolfi, Ruben S. Verhagen, Laurent Petit, Emanuele Olivetti, Jonathan Masci, Davide Boscaini, Paolo Avesani
2020	J	`jnl`	Tractogram filtering of anatomically non-plausible fibers with geometric deep learning. CoRR Pietro Astolfi, Ruben S. Verhagen, Laurent Petit, Emanuele Olivetti, Jonathan Masci, Davide Boscaini, Paolo Avesani
2020	A*	`conf`	Two-Stage Peer-Regularized Feature Recombination for Arbitrary Image Style Transfer. CVPR Jan Svoboda, Asha Anoosheh, Christian Osendorfer, Jonathan Masci
2019	J	`jnl`	Accelerating Neural ODEs with Spectral Elements. CoRR Alessio Quaglino, Marco Gallieri, Jonathan Masci, Jan Koutník
2019	J	`jnl`	Conditional Neural Style Transfer with Peer-Regularized Feature Transform. CoRR Jan Svoboda, Asha Anoosheh, Christian Osendorfer, Jonathan Masci
2019	J	`jnl`	Differentiable Iterative Surface Normal Estimation. CoRR Jan Eric Lenssen, Christian Osendorfer, Jonathan Masci
2019	J	`jnl`	No Representation without Transformation. CoRR Giorgio Giannone, Jonathan Masci, Christian Osendorfer
2019	—	`conf`	PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks. ICLR (Poster) Jan Svoboda, Jonathan Masci, Federico Monti, Michael M. Bronstein, Leonidas J. Guibas
2019	J	`jnl`	Recurrent Neural Processes. CoRR Timon Willi, Jonathan Masci, Jürgen Schmidhuber, Christian Osendorfer
2019	J	`jnl`	Safe Interactive Model-Based Learning. CoRR Marco Gallieri, Seyed Sina Mirrazavi Salehian, Nihat Engin Toklu, Alessio Quaglino, Jonathan Masci, Jan Koutník, Faustino J. Gomez
2018	A*	`conf`	NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations. NeurIPS Marco Ciccone, Marco Gallieri, Jonathan Masci, Christian Osendorfer, Faustino J. Gomez
2018	J	`jnl`	NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations. CoRR Marco Ciccone, Marco Gallieri, Jonathan Masci, Christian Osendorfer, Faustino J. Gomez
2018	J	`jnl`	PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks. CoRR Jan Svoboda, Jonathan Masci, Federico Monti, Michael M. Bronstein, Leonidas J. Guibas
2018	J	`jnl`	ReConvNet: Video Object Segmentation with Spatio-Temporal Features Modulation. CoRR Francesco Lattari, Marco Ciccone, Matteo Matteucci, Jonathan Masci, Francesco Visin
2017	A*	`conf`	Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs. CVPR Federico Monti, Davide Boscaini, Jonathan Masci, Emanuele Rodolà, Jan Svoboda, Michael M. Bronstein
2016	J	`jnl`	Anisotropic Diffusion Descriptors. Comput. Graph. Forum Davide Boscaini, Jonathan Masci, Emanuele Rodolà, Michael M. Bronstein, Daniel Cremers
2016	—	`conf`	Deep Learning for Shape Analysis. Eurographics (Tutorials) Michael M. Bronstein, Evangelos Kalogerakis, Emanuele Rodolà, Jonathan Masci, Davide Boscaini
2016	J	`jnl`	Geometric deep learning on graphs and manifolds using mixture model CNNs. CoRR Federico Monti, Davide Boscaini, Jonathan Masci, Emanuele Rodolà, Jan Svoboda, Michael M. Bronstein
2016	—	`conf`	Geometric deep learning. SIGGRAPH ASIA Courses Jonathan Masci, Emanuele Rodolà, Davide Boscaini, Michael M. Bronstein, Hao Li
2016	—	`conf`	Learning shape correspondence with anisotropic convolutional neural networks. NIPS Davide Boscaini, Jonathan Masci, Emanuele Rodolà, Michael M. Bronstein
2016	J	`jnl`	Learning shape correspondence with anisotropic convolutional neural networks. CoRR Davide Boscaini, Jonathan Masci, Emanuele Rodolà, Michael M. Bronstein
2016	—	`conf`	Matching Deformable Objects in Clutter. 3DV Luca Cosmo, Emanuele Rodolà, Jonathan Masci, Andrea Torsello, Michael M. Bronstein
2016	B	`conf`	Palmprint recognition via discriminative index learning. ICPR Jan Svoboda, Jonathan Masci, Michael M. Bronstein
2015	—	`conf`	Geodesic Convolutional Neural Networks on Riemannian Manifolds. ICCV Workshops Jonathan Masci, Davide Boscaini, Michael M. Bronstein, Pierre Vandergheynst
2015	J	`jnl`	Learning class-specific descriptors for deformable shapes using localized spectral convolutional networks. Comput. Graph. Forum Davide Boscaini, Jonathan Masci, Simone Melzi, Michael M. Bronstein, Umberto Castellani, Pierre Vandergheynst
2015	J	`jnl`	ShapeNet: Convolutional Neural Networks on Non-Euclidean Manifolds. CoRR Jonathan Masci, Davide Boscaini, Michael M. Bronstein, Pierre Vandergheynst
2015	—	`conf`	Understanding Locally Competitive Networks. ICLR (Poster) Rupesh Kumar Srivastava, Jonathan Masci, Faustino J. Gomez, Jürgen Schmidhuber
2014	—	`conf`	Deep Networks with Internal Selective Attention through Feedback Connections. NIPS Marijn F. Stollenga, Jonathan Masci, Faustino J. Gomez, Jürgen Schmidhuber
2014	J	`jnl`	Deep Networks with Internal Selective Attention through Feedback Connections. CoRR Marijn F. Stollenga, Jonathan Masci, Faustino J. Gomez, Jürgen Schmidhuber
2014	—	`ch.`	Descriptor Learning for Omnidirectional Image Matching. Registration and Recognition in Images and Videos Jonathan Masci, Davide Migliore, Michael M. Bronstein, Jürgen Schmidhuber
2014	J	`jnl`	Multimodal Similarity-Preserving Hashing. IEEE Trans. Pattern Anal. Mach. Intell. Jonathan Masci, Michael M. Bronstein, Alexander M. Bronstein, Jürgen Schmidhuber
2014	—	`conf`	Sparse similarity-preserving hashing. ICLR Jonathan Masci, Alexander M. Bronstein, Michael M. Bronstein, Pablo Sprechmann, Guillermo Sapiro
2013	J	`jnl`	A Fast Learning Algorithm for Image Segmentation with Max-Pooling Convolutional Networks CoRR Jonathan Masci, Alessandro Giusti, Dan C. Ciresan, Gabriel Fricout, Jürgen Schmidhuber
2013	C	`conf`	A Learning Framework for Morphological Operators Using Counter-Harmonic Mean. ISMM Jonathan Masci, Jesús Angulo, Jürgen Schmidhuber
2013	B	`conf`	A fast learning algorithm for image segmentation with max-pooling convolutional networks. ICIP Jonathan Masci, Alessandro Giusti, Dan C. Ciresan, Gabriel Fricout, Jürgen Schmidhuber
2013	—	`conf`	Compete to Compute. NIPS Rupesh Kumar Srivastava, Jonathan Masci, Sohrob Kazerounian, Faustino J. Gomez, Jürgen Schmidhuber
2013	J	`jnl`	Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks CoRR Alessandro Giusti, Dan C. Ciresan, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber
2013	B	`conf`	Fast image scanning with deep max-pooling convolutional neural networks. ICIP Alessandro Giusti, Dan C. Ciresan, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber
2013	B	`conf`	Multi-scale pyramidal pooling network for generic steel defect classification. IJCNN Jonathan Masci, Ueli Meier, Gabriel Fricout, Jürgen Schmidhuber
2013	B	`conf`	Quantifying challenging images of fiber-like structures. ICIP Alessandro Giusti, Jonathan Masci, Paola M. V. Rancoita
2012	J	`jnl`	A Learning Framework for Morphological Operators using Counter-Harmonic Mean CoRR Jonathan Masci, Jesús Angulo, Jürgen Schmidhuber
2012	J	`jnl`	Multi-column deep neural network for traffic sign classification. Neural Networks Dan C. Ciresan, Ueli Meier, Jonathan Masci, Jürgen Schmidhuber
2012	J	`jnl`	Multimodal similarity-preserving hashing CoRR Jonathan Masci, Michael M. Bronstein, Alexander M. Bronstein, Jürgen Schmidhuber
2012	J	`jnl`	Object Recognition with Multi-Scale Pyramidal Pooling Networks CoRR Jonathan Masci, Ueli Meier, Gabriel Fricout, Jürgen Schmidhuber
2012	B	`conf`	Steel defect classification with Max-Pooling Convolutional Neural Networks. IJCNN Jonathan Masci, Ueli Meier, Dan C. Ciresan, Jürgen Schmidhuber, Gabriel Fricout
2011	B	`conf`	A committee of neural networks for traffic sign classification. IJCNN Dan C. Ciresan, Ueli Meier, Jonathan Masci, Jürgen Schmidhuber
2011	—	`conf`	AutoIncSFA and vision-based developmental learning for humanoid robots. Humanoids Varun Raj Kompella, Leo Pape, Jonathan Masci, Mikhail Frank, Jürgen Schmidhuber
2011	J	`jnl`	Descriptor learning for omnidirectional image matching CoRR Jonathan Masci, Davide Migliore, Michael M. Bronstein, Jürgen Schmidhuber
2011	A*	`conf`	Flexible, High Performance Convolutional Neural Networks for Image Classification. IJCAI Dan Claudiu Ciresan, Ueli Meier, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber
2011	J	`jnl`	High-Performance Neural Networks for Visual Object Classification CoRR Dan C. Ciresan, Ueli Meier, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber
2011	—	`conf`	On Fast Deep Nets for AGI Vision. AGI Jürgen Schmidhuber, Dan C. Ciresan, Ueli Meier, Jonathan Masci, Alex Graves
2011	—	`conf`	Stacked Convolutional Auto-Encoders for Hierarchical Feature Extraction. ICANN (1) Jonathan Masci, Ueli Meier, Dan C. Ciresan, Jürgen Schmidhuber