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Jean-Sebastien Valois

2 accepted papers

2020

HCNAF: Hyper-Conditioned Neural Autoregressive Flow and its Application for Probabilistic Occupancy Map Forecasting

CVPR 2020poster

We introduce Hyper-Conditioned Neural Autoregressive Flow (HCNAF); a powerful universal distribution approximator designed to model arbitrarily complex conditional probability density functions. HCNAF consists of a neural-net based conditional autoregressive flow (AF) and a hyper-network that can ta…

Cited by 16PDFcodeScholar
2015

Autonomy Infused Teleoperation with Application to BCI Manipulation

RSS 2015poster

Robot teleoperation systems face a common set of challenges including latency, low-dimensional user commands, and asymmetric control inputs. User control with Brain-Computer Interfaces (BCIs) exacerbates these problems through especially noisy and erratic low-dimensional motion commands due to the d…

Cited by 81SourcePDFScholar