publications | Tobias Weyand

2024

Neptune: The Long Orbit to Benchmarking Long Video Understanding

Arsha Nagrani , Mingda Zhang , Ramin Mehran , and 10 more authors

2024

@misc{nagrani2024neptune,
  title = {Neptune: The Long Orbit to Benchmarking Long Video Understanding},
  author = {Nagrani, Arsha and Zhang, Mingda and Mehran, Ramin and Hornung, Rachel and Gundavarapu, Nitesh Bharadwaj and Jha, Nilpa and Myers, Austin and Zhou, Xingyi and Gong, Boqing and Schmid, Cordelia and Sirotenko, Mikhail and Zhu, Yukun and Weyand, Tobias},
  year = {2024},
}

Extending Video Masked Autoencoders to 128 frames

Nitesh Bharadwaj Gundavarapu , Luke Friedman , Raghav Goyal , and 8 more authors

In Conference on Neural Information Processing Systems , 2024

arXiv Bib Blog

@inproceedings{gundavarapu2024lvmae,
  title = {Extending Video Masked Autoencoders to 128 frames},
  author = {Gundavarapu, Nitesh Bharadwaj and Friedman, Luke and Goyal, Raghav and Hegde, Chaitra and Agustsson, Eirikur and Waghmare, Sagar M. and Sirotenko, Mikhail and Yang, Ming-Hsuan and Weyand, Tobias and Gong, Boqing and Sigal, Leonid},
  year = {2024},
  booktitle = {Conference on Neural Information Processing Systems},
}

VideoPrism: A Foundational Visual Encoder for Video Understanding

Long Zhao , Nitesh Bharadwaj Gundavarapu , Liangzhe Yuan , and 16 more authors

In International Conference on Machine Learning , 2024

arXiv Bib

@inproceedings{zhao2024videoprism,
  title = {VideoPrism: A Foundational Visual Encoder for Video Understanding},
  author = {Zhao, Long and Gundavarapu, Nitesh Bharadwaj and Yuan, Liangzhe and Zhou, Hao and Yan, Shen and Sun, Jennifer J. and Friedman, Luke and Qian, Rui and Weyand, Tobias and Zhao, Yue and Hornung, Rachel and Schroff, Florian and Yang, Ming and Ross, David A. and Wang, Huisheng and Adam, Hartwig and Sirotenko, Mikhail and Liu, Ting and Gong, Boqing},
  booktitle = {International Conference on Machine Learning},
  year = {2024},
}

VideoGLUE: Video General Understanding Evaluation of Foundation Models

Liangzhe Yuan , Nitesh Bharadwaj Gundavarapu , Long Zhao , and 14 more authors

Transactions on Machine Learning Research, 2024

arXiv Bib

@article{yuan2024videoglue,
  title = {Video{GLUE}: Video General Understanding Evaluation of Foundation Models},
  author = {Yuan, Liangzhe and Gundavarapu, Nitesh Bharadwaj and Zhao, Long and Zhou, Hao and Cui, Yin and Jiang, Lu and Yang, Xuan and Jia, Menglin and Weyand, Tobias and Friedman, Luke and Sirotenko, Mikhail and Wang, Huisheng and Schroff, Florian and Adam, Hartwig and Yang, Ming-Hsuan and Liu, Ting and Gong, Boqing},
  journal = {Transactions on Machine Learning Research},
  issn = {2835-8856},
  year = {2024},
}

2022

Improving Fairness in Large-Scale Object Recognition by CrowdSourced Demographic Information

Andre Araujo , Bingyi Cao , Cam Askew , and 5 more authors

2022

arXiv Bib

@misc{araujo2022fairer,
  title = {Improving Fairness in Large-Scale Object Recognition by CrowdSourced Demographic Information},
  author = {Araujo, Andre and Cao, Bingyi and Askew, Cam and Sim, Jack and Green, Mike and Yilla-Akbari, N'Mah Fodiatu and Weyand, Tobias Christoph and Kim, Zu},
  year = {2022},
}

2020

Google Landmarks Dataset v2 - A Large-Scale Benchmark for Instance-Level Recognition and Retrieval

Tobias Weyand, André Araujo , Bingyi Cao , and 1 more author

In IEEE Conference on Computer Vision and Pattern Recognition , 2020

arXiv Bib Website

@inproceedings{weyand2020gldv2,
  title = {Google Landmarks Dataset v2 - A Large-Scale Benchmark for Instance-Level Recognition and Retrieval},
  author = {Weyand, Tobias and Araujo, André and Cao, Bingyi and Sim, Jack},
  year = {2020},
  booktitle = {IEEE Conference on Computer Vision and Pattern Recognition},
}

2018

CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps

Paul Hongsuck Seo , Tobias Weyand, Jack Sim , and 1 more author

In European Conference on Computer Vision , 2018

arXiv Bib

@inproceedings{seo2018cplanet,
  title = {CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps},
  author = {Seo, Paul Hongsuck and Weyand, Tobias and Sim, Jack and Han, Bohyung},
  year = {2018},
  booktitle = {European Conference on Computer Vision},
}

2017

Large-Scale Image Retrieval with Attentive Deep Local Features

Hyeonwoo Noh , Andre Araujo , Jack Sim , and 2 more authors

In International Conference on Computer Vision , 2017

arXiv Bib

@inproceedings{noh2017delf,
  title = {Large-Scale Image Retrieval with Attentive Deep Local Features},
  author = {Noh, Hyeonwoo and Araujo, Andre and Sim, Jack and Weyand, Tobias and Han, Bohyung},
  year = {2017},
  booktitle = {International Conference on Computer Vision},
}

2016

PlaNet - Photo Geolocation with Convolutional Neural Networks

Tobias Weyand, Ilya Kostrikov , and James Philbin

In European Conference on Computer Vision , 2016

arXiv Bib Website

@inproceedings{weyand2016planet,
  title = {PlaNet - Photo Geolocation with Convolutional Neural Networks},
  author = {Weyand, Tobias and Kostrikov, Ilya and Philbin, James},
  year = {2016},
  booktitle = {European Conference on Computer Vision},
}

2015

Fixing WTFs: Detecting Image Matches caused by Watermarks, Timestamps, and Frames in Internet Photos

Tobias Weyand, Chih-Yun Tsai , and Bastian Leibe

In IEEE Winter Conference on Applications of Computer Vision , 2015

Bib PDF

@inproceedings{Weyand15WACV,
  author = {Weyand, Tobias and Tsai, Chih-Yun and Leibe, Bastian},
  title = {{Fixing WTFs: Detecting Image Matches caused by Watermarks, Timestamps, and Frames in Internet Photos}},
  year = {2015},
  booktitle = {IEEE Winter Conference on Applications of Computer Vision},
}

Visual Landmark Recognition from Internet Photo Collections: A Large-Scale Evaluation

Tobias Weyand, and Bastian Leibe

Computer Vision and Image Understanding, 2015

arXiv Bib

@article{Weyand15CVIU,
  author = {Weyand, Tobias and Leibe, Bastian},
  title = {{Visual Landmark Recognition from Internet Photo Collections: A Large-Scale Evaluation}},
  journal = {Computer Vision and Image Understanding},
  volume = {135},
  year = {2015},
}

2013

Discovering Details and Scene Structure with Hierarchical Iconoid Shift

Tobias Weyand, and Bastian Leibe

In International Conference on Computer Vision , 2013

Bib PDF

@inproceedings{Weyand13ICCV,
  author = {Weyand, Tobias and Leibe, Bastian},
  title = {{Discovering Details and Scene Structure with Hierarchical Iconoid Shift}},
  booktitle = {International Conference on Computer Vision},
  year = {2013},
}

2012

Image Retrieval for Image-Based Localization Revisited

Torsten Sattler , Tobias Weyand, Bastian Leibe , and 1 more author

In British Machine Vision Conference , 2012

Bib PDF

@inproceedings{Sattler12BMVC,
  author = {Sattler, Torsten and Weyand, Tobias and Leibe, Bastian and Kobbelt, Leif},
  title = {{Image Retrieval for Image-Based Localization Revisited}},
  booktitle = {British Machine Vision Conference},
  year = {2012},
}

2011

Discovering Favorite Views of Popular Places with Iconoid Shift

Tobias Weyand, and Bastian Leibe

In International Conference on Computer Vision , 2011

Bib PDF

@inproceedings{Weyand11ICCV,
  author = {Weyand, Tobias and Leibe, Bastian},
  title = {{Discovering Favorite Views of Popular Places with Iconoid Shift}},
  booktitle = {International Conference on Computer Vision},
  year = {2011},
}

2010

An Evaluation of Two Landmark Building Discovery Algorithms

Tobias Weyand, Jan Hosang , and Bastian Leibe

In ECCV’10 Workshop on Reconstruction and Modeling of Large-Scale Virtual Environments , 2010

Bib PDF

@inproceedings{Weyand10RMLE,
  author = {Weyand, Tobias and Hosang, Jan and Leibe, Bastian},
  title = {{An Evaluation of Two Landmark Building Discovery Algorithms}},
  booktitle = {ECCV'10 Workshop on Reconstruction and Modeling of Large-Scale Virtual Environments},
  year = {2010},
}