Jianfeng Lu

activity

20162023

most citedMASS: Masked Sequence to Sequence Pre-training for Language Generation

578 citations · 706 across the 35 of their papers we have counts for

collaborators

Showing 2020Show all

3 papers · 1 filter

math.PR2020★ 17 cited

On explicit $L^{2}$ -convergence rate estimate for piecewise deterministic Markov processes in MCMC algorithms

Jianfeng Lu, Lihan Wang

We establish $L^{2}$ -exponential convergence rate for three popular piecewise deterministic Markov processes for sampling: the randomized Hamiltonian Monte Carlo method, the zigzag p…

cs.CV2020

End-to-end Learning for Inter-Vehicle Distance and Relative Velocity Estimation in ADAS with a Monocular Camera

Zhenbo Song, Jianfeng Lu, Tong Zhang +1

Inter-vehicle distance and relative velocity estimations are two basic functions for any ADAS (Advanced driver-assistance systems). In this paper, we propose a monocular camera-bas…

stat.CO2020★ 1 cited

Posterior computation with the Gibbs zig-zag sampler

Matthias Sachs, Deborshee Sen, Jianfeng Lu +1

An intriguing new class of piecewise deterministic Markov processes (PDMPs) has recently been proposed as an alternative to Markov chain Monte Carlo (MCMC). In order to facilitate…

On explicit L2-convergence rate estimate for piecewise deterministic Markov processes in MCMC algorithms

End-to-end Learning for Inter-Vehicle Distance and Relative Velocity Estimation in ADAS with a Monocular Camera

Posterior computation with the Gibbs zig-zag sampler

On explicit $L^{2}$ -convergence rate estimate for piecewise deterministic Markov processes in MCMC algorithms