A Geometric Approach to Active Learning for Convolutional Neural Networks

Ozan Sener, Silvio Savarese
arXiv:1708.00489 [stat.ML; cs.LG], 2017 [PDF]

Learning Transferrable Representations for Unsupervised Domain Adaptation

Ozan Sener, Hyun Oh Song, Ashutosh Saxena, Silvio Savarese
Neural Information Processing Systems (NIPS) 2016 [PDF]

3D Semantic Parsing of Large-Scale Indoor Spaces

Iro Armeni, Ozan Sener, Amir Zamir, Helen Jiang, Ioannis Brilakis, Martin Fischer, Silvio Savarese
Computer Vision and Pattern Recognition (CVPR) 2016 (oral) [Project]

Unsupervised Semantic Parsing of Video Collections

Ozan Sener, Amir Zamir, Silvio Savarese, Ashutosh Saxena
International Conference on Computer Vision (ICCV) 2015 [PDF|arXiv|Project]

rCRF: Recursive Belief Estimation over CRFs in RGB-D Activity Videos

Ozan Sener, Ashutosh Saxena
Robotics Science and Systems (RSS) 2015 [PDF|Slide Deck]

Watch-n-Patch: Unsupervised Learning of Actions and Relations

Chenxia Wu, Jiemi Zhang, Ozan Sener, Bart Selman, Silvio Savarese, Ashutosh Saxena
Transactions on Pattern Analysis and Machine Intelligence (PAMI) [PDF|IEEE Xplore]

RoboBrain: Large-Scale Knowledge Engine for Robots

Ashutosh Saxena, Ashesh Jain, Ozan Sener, Aditya Jami, Dipendra K. Misra, Hema S. Koppula
International Symposium on Robotics Research (ISRR), 2015 [PDF|arXiv|Project]

Efficient MRF Energy Propagation for Video Segmentation via Bilateral Filters

Ozan Sener, Kemal Ugur, Aydin Alatan
Transactions on Multimedia (TMM) [PDF|IEEE Xplore| Code]

Error-tolerant Interactive Image Segmentation using Dynamic and Iterated Graph-Cuts

Ozan Sener, Kemal Ugur, Aydin Alatan
ACM Workshop on Interactive Multimedia on Mobile and Portable Devices 2012 [PDF]

Interactive 2D-3D Image Conversion for Mobile Devices

Yagiz Aksoy, Ozan Sener, Kemal Ugur, Aydin Alatan
International Conference on Image Processing (ICIP) 2012 [PDF]

Patents

Image Segmentation

Kemal Ugur, Ozan Sener, Erhan Gundogdu, Aydin Alatan
International Patent Application (Application number: WO2012FI50313 20120329) [Espacenet|Patentscope]