67 citations
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- Stanford UniversityUS2 papers
- Akka Technologies (France)FR1 paper
- Amazon (United States)US1 paper
- California Southern UniversityUS1 paper
- Centre Inria de l'Université de RennesFR1 paper
- Comenius University BratislavaSK1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
- Geometric (India)IN1 paper
- Institute of Scientific and Technical Information of ChinaCN1 paper
- Iowa State UniversityUS1 paper
- Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo"IT1 paper
4 papers · 1 filter
ROAM: a Rich Object Appearance Model with Application to Rotoscoping
Ondrej Miksik, Juan-Manuel Pérez-Rúa, Philip H. S. Torr +1
Rotoscoping, the detailed delineation of scene elements through a video shot, is a painstaking task of tremendous importance in professional post-production pipelines. While pixel-…
Learning Determinantal Point Processes in Sublinear Time
Christophe Dupuy, Francis Bach
We propose a new class of determinantal point processes (DPPs) which can be manipulated for inference and parameter learning in potentially sublinear time in the number of items. T…
Decentralized Topic Modelling with Latent Dirichlet Allocation
Igor Colin, Christophe Dupuy
Privacy preserving networks can be modelled as decentralized networks (e.g., sensors, connected objects, smartphones), where communication between nodes of the network is not contr…
Approximate search with quantized sparse representations
Himalaya Jain, Patrick Pérez, Rémi Gribonval +2
This paper tackles the task of storing a large collection of vectors, such as visual descriptors, and of searching in it. To this end, we propose to approximate database vectors by…