Papers & Code

2018

Person Recognition in Personal Photo Collections
Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018.
[Paper(PDF)] [Bibtex]

Modeling Uncertainty with Hedged Instance Embedding
Seong Joon Oh, Kevin Murphy, Jiyan Pan, Joseph Roth, Florian Schroff, Andrew Gallagher.
Under review, 2018.
[Paper(PDF)] [Bibtex]

Sequential Attacks on Agents for Long-Term Adversarial Goals
Edgar Tretschk, Seong Joon Oh, Mario Fritz.
ACM Computer Science in Cars Symposium (CSCS), 2018.
[Paper(PDF)] [Bibtex]

Understanding and Controlling User Linkability in Decentralized Learning
Tribhuvanesh Orekondy, Seong Joon Oh, Bernt Schiele, Mario Fritz.
Under review, 2018.
[Paper(PDF)] [Bibtex]

Towards Reverse-Engineering Black-Box Neural Networks
Seong Joon Oh, Max Augustin, Bernt Schiele, Mario Fritz.
International Conference on Learning Representations (ICLR), 2018.
[Paper(PDF)] [Extended Abstract(PDF)] [Poster(PDF)] [Code] [Bibtex]

Natural and Effective Obfuscation by Head Inpainting
Qianru Sun, Liqian Ma, Seong Joon Oh, Luc Van Gool, Bernt Schiele, Mario Fritz.
Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
[Paper(PDF)] [Bibtex]

2017

Adversarial Image Perturbation for Privacy Protection — A Game Theory Perspective
Seong Joon Oh, Mario Fritz, Bernt Schiele.
International Conference on Computer Vision (ICCV), 2017.
[Paper(PDF)] [Poster(PDF)] [Code] [Bibtex]

From Understanding to Controlling Privacy against Automatic Person Recognition in Social Media
Seong Joon Oh, Mario Fritz, Bernt Schiele.
The Bright and Dark Sides of Computer Vision: Challenges and Opportunities for Privacy and Security. CVPR Workshop, 2017.
[Extended Abstract(PDF)] [Poster(PDF)] [Bibtex].

Exploiting Saliency for Object Segmentation from Image Level Labels
Seong Joon Oh, Rodrigo Benenson, Anna Khoreva, Zeynep Akata, Mario Fritz, Bernt Schiele.
Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
[Paper(PDF)] [Poster(PDF)] [Code] [Bibtex]

Generating Descriptions with Grounded and Co-Referenced People
Anna Rohrbach, Marcus Rohrbach, Siyu Tang, Seong Joon Oh, Bernt Schiele.
Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
[Paper(PDF)] [Bibtex]

2016

Faceless Person Recognition; Privacy Implications in Social Media
Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele.
European Conference on Computer Vision (ECCV), 2016.
[Paper(PDF)] [Poster(PDF)] [Extended Abstract(PDF)] [Bibtex]

I-pic: A Platform for Privacy-Compliant Image Capture
Paarijaat Aditya, Rijurekha Sen, Peter Druschel, Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele, Bobby Bhattacharjee, Tong Tong Wu.
International Conference on Mobile Systems, Applications, and Services (MobiSys), 2016.
[Paper(PDF)] [Project] [Bibtex]

2015

Person Recognition in Personal Photo Collections
Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele.
International Conference on Computer Vision (ICCV), 2015.
[Paper(PDF)] [Poster(PDF)] [Video] [Project] [Bibtex]