papers
Publications (7)
stat.ML2018
Multi-level Residual Networks from Dynamical Systems View
Bo Chang, Lili Meng, Eldad Haber +2
cs.CV2017
Backtracking Regression Forests for Accurate Camera Relocalization
Lili Meng, Jianhui Chen, Frederick Tung +3
cs.CV2018
Exploiting Points and Lines in Regression Forests for RGB-D Camera Relocalization
Lili Meng, Frederick Tung, James J. Little +2
cs.CV2017
Learning Person Trajectory Representations for Team Activity Analysis
Nazanin Mehrasa, Yatao Zhong, Frederick Tung +2
cs.CV2019
Similarity-Preserving Knowledge Distillation
Frederick Tung, Greg Mori
The paper introduces a knowledge distillation method that trains a student network to preserve the pairwise similarity relationships of activations observed in a teacher network.
#knowledge distillation#representation learning#similarity preservation#model compression
cs.RO2017
Autonomous Mobile Robot Navigation in Uneven and Unstructured Indoor Environments
Chaoqun Wang, Lili Meng, Sizhen She +6
cs.CV2017
Fine-Pruning: Joint Fine-Tuning and Compression of a Convolutional Network with Bayesian Optimization
Frederick Tung, Srikanth Muralidharan, Greg Mori