19 citations · 48 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 19 cited
Reinforcement Learning Driven Heuristic Optimization
Qingpeng Cai, Will Hang, Azalia Mirhoseini +3
Heuristic algorithms such as simulated annealing, Concorde, and METIS are effective and widely used approaches to find solutions to combinatorial optimization problems. However, th…
cs.CV2019★ 14 cited
Vehicle Re-identification in Aerial Imagery: Dataset and Approach
Peng Wang, Bingliang Jiao, Lu Yang +4
In this work, we construct a large-scale dataset for vehicle re-identification (ReID), which contains 137k images of 13k vehicle instances captured by UAV-mounted cameras. To our k…
cs.LG2019★ 15 cited
Complement Objective Training
Hao-Yun Chen, Pei-Hsin Wang, Chun-Hao Liu +5
Learning with a primary objective, such as softmax cross entropy for classification and sequence generation, has been the norm for training deep neural networks for years. Although…