Qianli Liao

Identifiers

• name variant Qianli Liao 0.60 · backfill

Papers (14)

1. Biologically-plausible learning algorithms can scale to large datasets cs.LG · 2018 · author #3
2. A Surprising Linear Relationship Predicts Test Performance in Deep Networks cs.LG · 2018 · author #1
3. Theory IIIb: Generalization in Deep Networks cs.LG · 2018 · author #2
4. Theory of Deep Learning IIb: Optimization Properties of SGD cs.LG · 2018 · author #2
5. Theory of Deep Learning III: explaining the non-overfitting puzzle cs.LG · 2017 · author #3
6. Theory II: Landscape of the Empirical Risk in Deep Learning cs.LG · 2017 · author #1
7. Compression of Deep Neural Networks for Image Instance Retrieval cs.CV · 2017 · author #3
8. Why and When Can Deep -- but Not Shallow -- Networks Avoid the Curse of Dimensionality: a Review cs.LG · 2016 · author #5
9. Streaming Normalization: Towards Simpler and More Biologically-plausible Normalizations for Online and Recurrent Learning cs.LG · 2016 · author #1
10. View-tolerant face recognition and Hebbian learning imply mirror-symmetric neural tuning to head orientation cs.NE · 2016 · author #2
11. Learning Functions: When Is Deep Better Than Shallow cs.LG · 2016 · author #2
12. How Important is Weight Symmetry in Backpropagation? cs.LG · 2015 · author #1
13. Unsupervised learning of clutter-resistant visual representations from natural videos cs.CV · 2014 · author #1
14. Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines? cs.CV · 2013 · author #1

Mentions

• 1311.4082 #1 · backfill · confidence 0.70 Qianli Liao

Frequent Coauthors

• Tomaso Poggio 14 shared papers
• Brando Miranda 5 shared papers
• Hrushikesh Mhaskar 3 shared papers
• Jack Hidary 3 shared papers
• Joel Z. Leibo 3 shared papers
• Andrzej Banburski 2 shared papers
• Kenji Kawaguchi 2 shared papers
• Lorenzo Rosasco 2 shared papers
• Xavier Boix 2 shared papers
• Alexander Rakhlin 1 shared papers
• Antoine Veillard 1 shared papers
• Chiyuan Zhang 1 shared papers
• Fabio Anselmi 1 shared papers
• Honglin Chen 1 shared papers
• Jie Lin 1 shared papers
• Joel Z Leibo 1 shared papers
• Lingyu Duan 1 shared papers
• Noah Golowich 1 shared papers
• Olivier Mor\`ere 1 shared papers
• Vijay Chandrasekhar 1 shared papers