Publications

On this page you find a list of my publications, ordered by year. For datasets or code for a particular publication see the corresponding project page.

My Google scholar account is available here.

2017

AENet: Learning Deep Audio Features for Video.  N. Takahashi, M. Gygli, L. Van Gool. In Transactions on Multimedia 2017
PAPER

PathTrack: Fast Trajectory Annotation with Path Supervision.  S. Manen, M. Gygli, D. Dai, L. Van Gool. In ICCV 2017
PAPER

Query-adaptive Video Summarization via Quality-aware Relevance Estimation.  A. Vasudevan , M. Gygli (equal contribution), A. Volokitin, L. Van Gool.  In ACM Multimedia 2017
PAPER

Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs.  M. Gygli, M. Norouzi, A. Angelova. In ICML 2017
PAPER | CODE

Ridiculously Fast Shot Boundary Detection with Fully Convolutional Neural Networks. M. Gygli. arXiv 2017
PAPER

2016

Analyzing and Predicting GIF Interestingness.  M. Gygli, M. Soleymani (equal contribution). In ACM Multimedia 2016
PAPER

Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Detection.  N. Takahashi M. Gygli, B. Pfister, L. Van Gool. In InterSpeech 2016
PAPER

Video2GIF: Automatic Generation of Animated GIFs from Video.  M. Gygli, Y. Song, L. Cao. In CVPR 2016
PAPER | DATASET | PROJECT PAGE

Predicting When Saliency Maps are Accurate and Eye Fixations Consistent.  A. Volokitin, M. Gygli, X. Boix. In CVPR 2016
PAPER

2015

ETH-CVL @ MediaEval 2015: Learning Objective Functions for Improved Image Retrieval.  S. Srivatsa R, M. Gygli, L. Van Gool. In MediaEval 2015
PAPER

Video Summarization by Learning Submodular Mixtures of Objectives. M. Gygli, H. Grabner, L. Van Gool. In CVPR 2015
EXTENDED ABSTRACT | PAPER | BIBTEX | PROJECT PAGE

2014

Navigation using Special Buildings as Signposts. J. Weissenberg M. Gygli, H. Riemenschneider, L. Van Gool. In MapInteract 2014
PAPER | BIBTEX | SUPP. MATERIAL

Creating Summaries From User Videos. M. Gygli, H. Grabner, H. Riemenschneider, L. Van Gool. In ECCV 2014
PAPER | BIBTEX | PROJECT PAGE

2013

The Interestingness of Images. M. Gygli, H. Grabner, H. Riemenschneider, F. Nater, L. Van Gool. In ICCV 2013
PAPER | BIBTEX | PROJECT PAGE

Sparse Quantization for Patch Description. X. Boix, M. Gygli, G. Roig, L. Van Gool. In CVPR 2013
PAPER | SUPP. MATERIAL | BIBTEX

2012

On Feature Encoding for Binary Descriptors. M. Gygli. Master Thesis at University of Nice Sophia Antipolis
PAPER | BIBTEX