Publications (35)
Graph reconstruction from the observation of diffused signals
Bastien Pasdeloup, Michael Rabbat, Vincent Gripon +2
Matching Convolutional Neural Networks without Priors about Data
Carlos Eduardo Rosar Kos Lassance, Jean-Charles Vialatte, Vincent Gripon
Robust Associative Memories Naturally Occuring From Recurrent Hebbian Networks Under Noise
Eliott Coyac, Vincent Gripon, Charlotte Langlais +1
Attention Based Pruning for Shift Networks
Ghouthi Boukli Hacene, Carlos Lassance, Vincent Gripon +2
Introducing Graph Smoothness Loss for Training Deep Learning Architectures
Myriam Bontonou, Carlos Lassance, Ghouthi Boukli Hacene +3
A study of retrieval algorithms of sparse messages in networks of neural cliques
Ala Aboudib, Vincent Gripon, Xiaoran Jiang
A Massively Parallel Associative Memory Based on Sparse Neural Networks
Zhe Yao, Vincent Gripon, Michael G. Rabbat
Quantized Guided Pruning for Efficient Hardware Implementations of Convolutional Neural Networks
Ghouthi Boukli Hacene, Vincent Gripon, Matthieu Arzel +2
Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction
Mathilde Ménoret, Nicolas Farrugia, Bastien Pasdeloup +1
Transfer Incremental Learning using Data Augmentation
Ghouthi Boukli Hacene, Vincent Gripon, Nicolas Farrugia +2
SimiNet: a Novel Method for Quantifying Brain Network Similarity
Ahmad Mheich, Mahmoud Hassan, Mohamad Khalil +3
A Low-Power Content-Addressable-Memory Based on Clustered-Sparse-Networks
Hooman Jarollahi, Vincent Gripon, Naoya Onizawa +1
Combating Corrupt Messages in Sparse Clustered Associative Memories
Zhe Yao, Vincent Gripon, Michael Rabbat
Neighborhood-Preserving Translations on Graphs
Nicolas Grelier, Bastien Pasdeloup, Jean-Charles Vialatte +1
A Unified Deep Learning Formalism For Processing Graph Signals
Myriam Bontonou, Carlos Lassance, Jean-Charles Vialatte +1
Improving Sparse Associative Memories by Escaping from Bogus Fixed Points
Zhe Yao, Vincent Gripon, Michael Rabbat
Generalizing the Convolution Operator to extend CNNs to Irregular Domains
Jean-Charles Vialatte, Vincent Gripon, Grégoire Mercier
Convolutional neural networks on irregular domains based on approximate vertex-domain translations
Bastien Pasdeloup, Vincent Gripon, Jean-Charles Vialatte +2
Forwarding Without Repeating: Efficient Rumor Spreading in Bounded-Degree Graphs
Vincent Gripon, Vitaly Skachek, Michael Rabbat
Memory vectors for similarity search in high-dimensional spaces
Ahmet Iscen, Teddy Furon, Vincent Gripon +2
Learning sparse messages in networks of neural cliques
Behrooz Kamary Aliabadi, Claude Berrou, Vincent Gripon +1
Compression of Deep Neural Networks on the Fly
Guillaume Soulié, Vincent Gripon, Maëlys Robert
Storing sequences in binary tournament-based neural networks
Xiaoran Jiang, Vincent Gripon, Claude Berrou +1
Toward An Uncertainty Principle For Weighted Graphs
Bastien Pasdeloup, Réda Alami, Vincent Gripon +1
Reconstructing a Graph from Path Traces
Vincent Gripon, Michael Rabbat
A Comparative Study of Sparse Associative Memories
Vincent Gripon, Judith Heusel, Matthias Löwe +1
Maximum Likelihood Associative Memories
Vincent Gripon, Michael Rabbat
Improving Accuracy of Nonparametric Transfer Learning via Vector Segmentation
Vincent Gripon, Ghouthi B. Hacene, Matthias Löwe +1
Associative Memories to Accelerate Approximate Nearest Neighbor Search
Vincent Gripon, Matthias Löwe, Franck Vermet
Laplacian Networks: Bounding Indicator Function Smoothness for Neural Network Robustness
Carlos Eduardo Rosar Kos Lassance, Vincent Gripon, Antonio Ortega
Characterization and Inference of Graph Diffusion Processes from Observations of Stationary Signals
Bastien Pasdeloup, Vincent Gripon, Grégoire Mercier +2
A neighborhood-preserving translation operator on graphs
Bastien Pasdeloup, Vincent Gripon, Jean-Charles Vialatte +2
Qualitative Concurrent Stochastic Games with Imperfect Information
Vincent Gripon, Olivier Serre
Sparse neural networks with large learning diversity
Vincent Gripon, Claude Berrou
Learning Local Receptive Fields and their Weight Sharing Scheme on Graphs
Jean-Charles Vialatte, Vincent Gripon, Gilles Coppin