1. [Deep Dual Learning] Deep Dual Learning for Semantic Image Segmentation, Ping Luo et al. ICCV 2017
  2. [Learning and Optimization] Learning Deep Architectures via Generalized Whitened Neural Networks, Ping Luo, ICML 2017
  3. [Learning and Optimization] EigenNet: Towards Fast and Structural Learning of Deep Neural Networks, Ping Luo, IJCAI 2017
  4. [Deep Model Compression] Face Model Compression by Distilling Knowledge from Neurons, Ping Luo et al., AAAI 2016
  5. [Interaction and Language] Learning Object Interactions and Descriptions for Semantic Image Segmentation, Guangrun Wang, Ping Luo et al., CVPR 2017 (co-first author)
  6. [High-order MRF and CNN] Deep Learning Markov Random Field for Semantic Segmentation, Ziwei Liu, Xiaoxiao Li, Ping Luo et al., TPAMI 2017 (corresponding author)
  7. [MRF and CNN] Semantic Image Segmentation via Deep Parsing Network, Ziwei Liu, Xiaoxiao Li, Ping Luo et al., ICCV 2015 (corresponding author)
  8. [Deep Multitask] Learning Deep Representation for Face Alignment with Auxiliary Attributes, Zhangpeng Zhang, Ping Luo et al., TPAMI 2016 (corresponding author)
  9. [Deep Multitask] Facial Landmark Detection by Deep Multi-task Learning, Zhangpeng Zhang, Ping Luo et al., ECCV 2014
  10. [Generative Model] Multi-View Perceptron: a Deep Model for Learning Face Identity and View Representations, Zhenyao Zhu, Ping Luo et al., NIPS 2014 (corresponding author)
  11. [Deep Boltzmann Machine] Switchable deep network for pedestrian detection, Ping Luo et al., CVPR 2014
  12. [Generative Model] Deep learning identity-preserving face space, Zhenyao Zhu, Ping Luo et al., ICCV 2013 (co-first author)
  13. [Sum-Product Network] A Deep Sum-Product Architecture for Robust Facial Attributes Analysis, Ping Luo et al., ICCV 2013

Face Expression, 90k images

WIDER Face, 32k images

CelebA, 200k images

DeepFashion, 800k images

Pedestrian Attributes, 19k images

Car Verification (CompCar), 160k images

Pedestrian Parsing