Vincent Gripon's Homepage

Invited talks-Seminars

2022

• Invited talk, "Few-Shot Learning", Brest Meetup AI, Brest, April 2022.

2021

• Invited talk, "Using Graphs to Train and Improve Deep Neural Networks", "Cycle annuel autour de l'IA" Seminar of ETIS, April 2021.
• Invited talk, "La Fabrique du Cerveau, conférence-débat", Semaine du Cerveau, Brest, France, March 2021.
• Invited talk, "Clique Networks for Indexing and Learning", ICE Institut Polytechnique de Paris Seminar, Paris, France, March 2021.
• Invited talk, "L'intelligence Artificielle aujourd'hui et demain", Université du Temps Libre, Brest, France, January 2021.

2020

• Exposé, "Efficient Representations for Graphs and Neural Network Signals", HDR defense, IMT Atlantique, December 2020.
• Exposé, "Graphs for Deep Neural Networks Latent Representations", Edge Seminar, Nice, France, July 2020.
• Invited talk, "A Review of Compression Methods for Deep Convolutional Neural Networks", TinyML, Montréal, July 2020.
• Invited talk, "A Review of Compression Methods for Deep Convolutional Neural Networks", TinyML, Montréal, July 2020.
• Invited talk, "Deep Learning with Few Resources", Pracom Seminar, Brest, June 2020.

2019

• Invited talk, "A Review of Compression Methods for Deep Convolutional Neural Networks", International Workshop of Emerging Technologies for Brainware LSI and its Applications, Honolulu, Hawaii, USA, December 2019.
• Invited talk, "Using Graphs to Visualize, Train and Improve Deep Neural Networks", SNT seminar, Luxembourg, November 2019.
• Invited talk, "Efficient Implementations of Deep Learning Architectures", Seminar of University of Rochester, Rochester, USA, September 2019.
• Invited talk, "Artificial Intelligence: the goods and bads", Dialogues: les éclaireurs, Brest, France, August 2019.
• Exposé, "A Unified Deep Learning Formalism for Processing Graph Signals", Graph Signal Processing workshop, Minneapolis, June 2019.
• Exposé, "A Unified Deep Learning Formalism for Processing Graph Signals", GSP 2019, Minneapolis, Minnesota, June 2019.
• Invited talk, "Robust Deep Learning Inference with Limited Resources", CUG, Montréal, May 2019.
• Invited talk, "Robust Deep Learning Inference with Limited Resources", CUG, Montréal, May 2019.

2018

• Invited talk, "Matching Convolutional Neural Networks with Graph Signals", STATOS workshop, Roma, Italy, September 2018.
• Invited talk, "Convolutional Neural Networks for Signals on Graphs", Deep Learning Workshop, Technicolor, Rennes, September 2018.
• Exposé, ""Graph Signal Processing for Machine Learning"", FASIC workshop, Adelaide, Australia, July 2018.
• Invited talk, "Neural Networks and Artificial Intelligence", Beyond Gynecological Surgery, Clermont Ferrand, April 2018.
• Exposé, "Convolutional Neural Networks on Irregular Domains", Learning Theory reading group, MILA, Montréal, April 2018.
• Exposé, ""Dangers of AI"", Semaine du cerveau, March 2018.
• Exposé, "Informational Neuroscience and Artificial Intelligence", ENIB, January 2018.

2017

• Exposé, "Extending Convolutional Neural Networks to Irregular Domains", University of South California, November 2017.
• Invited talk, "L'IA et le HPC", Round table at Collège de France to celebrate the 10 years of GENCI, Collège de France, October 2017.
• Exposé, "Generalizing Convolutional Neural Networks to Irregular Domains", Visit at McGill, McGill University, Montréal, July 2017.
• Exposé, "Supervised Classification of Brain Imaging using Graph Signal Processing", GSP-17, Pittsburgh, PA, June 2017.
• Exposé, "Tropical Graph Signal Processing", GSP-17, Pittsburgh, PA, June 2017.
• Exposé, "S'inspirer du cerveau pour l'Intelligence Artificielle", Brain's week, Brest, March 2017.
• Invited talk, "An attempt at characterizing graph translations in the vertex domain", Barbados McGill gathering on Graph Signal Processing, Barbados, February 2017.
• Seminar, "Intelligence artificielle et neurosciences informationnelles", ENS-Lyon, January 2017.

2016

• Seminar, "Intelligence artificielle et neurosciences informationnelles", Kérichen high school, November 2016.
• Seminar, "Vers une théorie de l'information mentale", Century of the birth of Claude Shannon, Institut Henri Poincaré, Paris, October 2016.
• Invited talk, "Neurosciences informationnelles et intelligence artificielle", Journée Intelligence Artificielle : le renouveau, French Academy of Science, October 2016.
• Seminar, "Réseaux de neurones binaires et applications", Séminaire Institut Brestois du Numérique et des Mathématiques, Brest, September 2016.
• Invited talk, "Coding for machine learning and neural networks", International symposium on turbo codes and iterative information processing, Brest, September 2016.
• Invited talk, "Mémoire associative basse consommation avec jonctions tunnel magnétiques", Journée conférence débat "Atteindre une efficacité énérgétique extrême dans les systèmes de calcul avec la bio-inspiration", Orsay, April 2016.
• Invited talk, "Binary neural networks and applications", ENS Lyon ski seminar, les sept laux, January 2016.

2015

• Exposé, "Binary associative memories and applications", Brown University, December 2015.
• Exposé, "Binary associative memories and applications", McGill University, November 2015.
• Exposé, "Error correcting graphs for explaining long term memory", Nice, March 2015.
• Invited talk, "Is information encoding in the brain analogic or digital?", Panel Cognitive 2015, Nice, March 2015.
• Seminar, "Informational neurosciences: error correcting codes in the brain", Recent advances in computationnal neurosciences seminar, ENS Lyon, January 2015.
• Exposé, ""Computing with associative memories"", Ski-week of ENS Lyon, Les sept Laux, January 2015.

2014

• Exposé, "Exploiting high dimensionality for similarity search", NIPS 2014 workshop, Montréal, December 2014.
• Exposé, "Error correcting codes and long term memory", EPFL, November 2014.
• Invited talk, "Associative memories for computing", Hipeac HPC Workshop, Athens, Greece, October 2014.
• Exposé, "Neurosciences informationnelles", GRETSI summer school, Peyresq, June 2014.
• Associated with an invited talk, ""L'information mentale"", UPMC Colloquium, University Pierre et Marie Curie, March 2014.
• Seminar, "Reconstructing a graph from path traces", DECIDE team seminar, Télécom Bretagne, February 2014.
• Seminar, "Signal processing on graphs", Télécom Bretagne lunch seminar, February 2014.
• Invited talk, "Resilient and energy efficient memories based on neuro-inspired codes", 2nd RIEC Symposium on Brain Functions and Brain Computer, Sendai, Japan, February 2014.

2013

• Invited talk, "Un modèle numérique de la mémoire à long terme : l'information mentale", Cantine numérique, Quimper, November 2013.
• Associated with an invited talk, "Codes sur graphes et mémoire cérébrale", XXIV colloque Gretsi, Brest, September 2013 (slides).
• Invited talk, "L'information mentale", Sicma doctoral school day, Télécom Bretagne, September 2013.
• Seminar, "Calculating using associative memories", Thursday Seminar, Tartu University, Estonia, June 2013.
• Seminar, "Calculating using associative memories", 68nqrt Seminar, IRISA, Rennes, June 2013.
• Invited talk, "L'information mentale", Tuesdays at Espace des sciences, Rennes, May 2013.
• Seminar, "When neural networks meet error correcting codes: towards new architectures for associative memories", NeuroMathComp seminar, INRIA Sophia Antipolis, Nice, April 2013 (slides).
• Associated with an invited talk, "When neural networks meet error-correction coding: new perspectives in associative memories", International Workshop on Neuromorphic and Brain-Based Computing Systems, Grenoble, France, March 2013.
• Seminar, "Les mémoires associatives : point de rencontre naturel entre calcul et mémoires", ENS-Cachan, Dept. Computer Science and Telecommunications, Rennes, March 2013.
• Invited talk, "When neural networks meet error correcting codes: new perspectives for resilient associative memories", Neuro Inspired Accelerators for Computing workshop, HiPEAC conference, Berlin, Germany, January 2013 (slides).

2012

• Seminar, "Neural coding: from error correcting codes to associative memories", ICI seminar, ETIS, ENSEA, November 2012.
• Seminar, "When neural networks meet error correcting codes: towards resilient associative memories", CEA-LETI, Grenoble, November 2012.
• Seminar, "How to improve associative memories using neural coding?", Neucod seminar, Télécom Bretagne, Brest, September 2012 (slides).
• Associated with an invited talk, "Looking at the neocortex as a distributed decoder", 7" International Symposium on Turbo Codes, Gothenburg, Sweden, August 2012.
• Invited talk, "Neural coding: a perspective for new associative memories", Japan-France Frontiers of Engineering program, Kyoto, Japan, February 2012 (slides).
• Invited talk, "Nearly-optimal associative memories based on distributed constant weight codes", Information Theory and Applications workshop, San Diego, CA, February 2012 (poster).

2011

• Exposé, "Networks of Neural Cliques", Université de Montréal, November 2011 (slides).
• Associated with an invited talk, "Graphs, codes and the brain", 14th International Symposium on Wireless Personal Multimedia Communications, October 2011.
• Seminar, "Neural computation: min, sum and max", UBO mathematical department seminar, University of Western Brittany, May 2011.
• Exposé, Télécom Bretagne, March 2011.
• Exposé, "Networks of Neural Cliques", McGill University, February 2011 (slides).

2010

• Exposé, "Réseaux de neurones parcimonieux à grande diversité d'apprentissage", École Supérieure de Physique et Chimie Industrielles, December 2010 (slides).
• Seminar, "Networks of Neural Cliques: Some (not so) open issues", Télécom Bretagne, September 2010.

2009

• Seminar, Breizh seminar of mathematics PhD students, Western Brittany University, December 2009.
• Seminar, 4th year students seminar, École Normale Supérieure of Rennes, January 2009 (slides).