Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Yani Ioannou

Measuring Neural Net Robustness with Constraints

Jun 16, 2017
Osbert Bastani, Yani Ioannou, Leonidas Lampropoulos, Dimitrios Vytiniotis, Aditya Nori, Antonio Criminisi

  Access Paper or Ask Questions

Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups

Nov 30, 2016
Yani Ioannou, Duncan Robertson, Roberto Cipolla, Antonio Criminisi

* Updated full version of paper, in full letter paper two-column paper. Includes many textual changes, updated CIFAR10 results, and new analysis of inter/intra-layer correlation 

  Access Paper or Ask Questions

Refining Architectures of Deep Convolutional Neural Networks

Apr 22, 2016
Sukrit Shankar, Duncan Robertson, Yani Ioannou, Antonio Criminisi, Roberto Cipolla

* 9 pages, 6 figures, CVPR 2016 

  Access Paper or Ask Questions

Decision Forests, Convolutional Networks and the Models in-Between

Mar 03, 2016
Yani Ioannou, Duncan Robertson, Darko Zikic, Peter Kontschieder, Jamie Shotton, Matthew Brown, Antonio Criminisi

* Microsoft Research Technical Report 

  Access Paper or Ask Questions

Training CNNs with Low-Rank Filters for Efficient Image Classification

Feb 07, 2016
Yani Ioannou, Duncan Robertson, Jamie Shotton, Roberto Cipolla, Antonio Criminisi

* International Conference on Learning Representations (ICLR), San Juan, Puerto Rico, 2-4 May 2016 
* Published as a conference paper at ICLR 2016. v3: updated ICLR status. v2: Incorporated reviewer's feedback including: Amend Fig. 2 and 5 descriptions to explain that there are no ReLUs within the figures. Fix headings of Table 5 - Fix typo in the sentence at bottom of page 6. Add ref. to Predicting Parameters in Deep Learning. Fix Table 6, GMP-LR and GMP-LR-2x had incorrect numbers of filters 

  Access Paper or Ask Questions

Difference of Normals as a Multi-Scale Operator in Unorganized Point Clouds

Sep 08, 2012
Yani Ioannou, Babak Taati, Robin Harrap, Michael Greenspan

* Proceedings of the 2012 Second International Conference on 3D Imaging, Modeling, Processing, Visualization & Transmission (3DIMPVT) 
* To be published in proceedings of 3DIMPVT 2012 

  Access Paper or Ask Questions