Deep Learning Meetup #12

This is a past event

140 people went

Location image of event venue


Dear DeepLearners,

Our next Meetup is scheduled on Wednesday December 20 at 7:00 pm

Micael Carvalho (PhD candidate at LIP6) - Metric learning for crossmodal alignment

Abstract: Modeling different data types into the same representation space is one of the leading approaches for solving problems involving visual and textual data. Recently, large-scale datasets allowed them to be tackled from different angles, including the use of partial annotations. In the light of these advances, we introduce modern metric learning strategies for feature-space alignment, with particular interest in multi-task and cross-modality.


Timothée Lacroix (PhD candidate at Facebook AI Research) - Knowledge Base Completion : state of the art and challenges

Abstract: We'll start with an introduction to the problem of knowledge base completion and a few methods that have been proposed. Then we'll mention generalization guarantees and regularization for these methods, linking to the work done in collaborative filtering.


Renaud Allioux (CTO at EarthCube) - Satellite Imagery and weakly supervised learning

Abstract: After introducing specificites of deep learning application using satellite images,
we will discuss the problem of image annotation and the application of weakly supervised method to detect small objects


As usual, pizzas and drinks will be provided after the talks.

Heuritech Meetup Team.