Pablo Sprechmann

According to our database1, Pablo Sprechmann authored at least 43 papers between 2007 and 2018.

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Bibliography

2018
Fast deep reinforcement learning using online adjustments from the past.
CoRR, 2018

Meta-Learning by the Baldwin Effect.
CoRR, 2018

Memory-based Parameter Adaptation.
CoRR, 2018

Meta-learning by the Baldwin effect.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Meta-learning by the baldwin effect.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017
Accelerating Eulerian Fluid Simulation With Convolutional Networks.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
Accelerating Eulerian Fluid Simulation With Convolutional Networks.
CoRR, 2016

Disentangling factors of variation in deep representations using adversarial training.
CoRR, 2016

Disentangling factors of variation in deep representation using adversarial training.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
Learning Efficient Sparse and Low Rank Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Super-Resolution with Deep Convolutional Sufficient Statistics.
CoRR, 2015

Multi-temporal foreground detection in videos.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Source separation with scattering Non-Negative Matrix Factorization.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Audio Source Separation with Discriminative Scattering Networks.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015

2014
Audio Source Separation with Discriminative Scattering Networks.
CoRR, 2014

Questionnaire simplification for fast risk analysis of children's mental health.
Proceedings of the IEEE International Conference on Acoustics, 2014

Supervised non-euclidean sparse NMF via bilevel optimization with applications to speech enhancement.
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014

2013
Sparse similarity-preserving hashing.
CoRR, 2013

Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching.
CoRR, 2013

Sparse Modeling of Intrinsic Correspondences.
Comput. Graph. Forum, 2013

Supervised Sparse Analysis and Synthesis Operators.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Bilevel Sparse Models for Polyphonic Music Transcription.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Audio restoration from multiple copies.
Proceedings of the IEEE International Conference on Acoustics, 2013

Learnable low rank sparse models for speech denoising.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Learning efficient sparse and low rank models
CoRR, 2012

Sparse Modeling of Intrinsic Correspondences
CoRR, 2012

Learning Robust Low-Rank Representations
CoRR, 2012

Learning Efficient Structured Sparse Models
CoRR, 2012

Real-time Online Singing Voice Separation from Monaural Recordings Using Robust Low-rank Modeling.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Learning Efficient Structured Sparse Models.
Proceedings of the 29th International Conference on Machine Learning, 2012

Gaussian mixture models for score-informed instrument separation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework.
IEEE Trans. Signal Processing, 2011

Collaborative sources identification in mixed signals via hierarchical sparse modeling.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Collaborative Sources Identification in Mixed Signals via Hierarchical Sparse Modeling
CoRR, 2010

C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework
CoRR, 2010

Collaborative Hierarchical Sparse Modeling
CoRR, 2010

Dictionary learning and sparse coding for unsupervised clustering.
Proceedings of the IEEE International Conference on Acoustics, 2010

Classification and clustering via dictionary learning with structured incoherence and shared features.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Collaborative hierarchical sparse modeling.
Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

2009
A-Contrario Localization of Epileptogenic Zones in Spect Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2007
Ultrasound Image Segmentation With Shape Priors: Application to Automatic Cattle Rib-Eye Area Estimation.
IEEE Trans. Image Processing, 2007

Classification, Averaging and Reconstruction of Macromolecules in Electron Tomography.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007


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