papers
Publications (12)
cs.RO2016
The STRANDS Project: Long-Term Autonomy in Everyday Environments
Nick Hawes, Chris Burbridge, Ferdian Jovan +30
cs.RO2016
DROW: Real-Time Deep Learning based Wheelchair Detection in 2D Range Data
Lucas Beyer, Alexander Hermans, Bastian Leibe
cs.CV2019
Revisiting Self-Supervised Visual Representation Learning
Alexander Kolesnikov, Xiaohua Zhai, Lucas Beyer
cs.CV2019
S4L: Self-Supervised Semi-Supervised Learning
Xiaohua Zhai, Avital Oliver, Alexander Kolesnikov +1
cs.RO2018
Deep Person Detection in 2D Range Data
Lucas Beyer, Alexander Hermans, Timm Linder +2
cs.LG2019
Deep multi-class learning from label proportions
Gabriel Dulac-Arnold, Neil Zeghidour, Marco Cuturi +2
cs.CV2017
In Defense of the Triplet Loss for Person Re-Identification
Alexander Hermans, Lucas Beyer, Bastian Leibe
cs.AI2017
The Atari Grand Challenge Dataset
Vitaly Kurin, Sebastian Nowozin, Katja Hofmann +2
cs.DC2013
Streaming Data from HDD to GPUs for Sustained Peak Performance
Lucas Beyer, Paolo Bientinesi
cs.RO2018
Detection-Tracking for Efficient Person Analysis: The DetTA Pipeline
Stefan Breuers, Lucas Beyer, Umer Rafi +1
cs.LG2019
MULEX: Disentangling Exploitation from Exploration in Deep RL
Lucas Beyer, Damien Vincent, Olivier Teboul +3
cs.CV2017
Towards a Principled Integration of Multi-Camera Re-Identification and Tracking through Optimal Bayes Filters
Lucas Beyer, Stefan Breuers, Vitaly Kurin +1