AI for Creative Video Editing and Understanding


TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks
Humam Alwassel,
Silvio Giancola,
Bernard Ghanem
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Alwassel_2021_ICCV, author = {Alwassel, Humam and Giancola, Silvio and Ghanem, Bernard}, title = {TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3173-3183} }

Plots to Previews: Towards Automatic Movie Preview Retrieval Using Publicly Available Meta-Data
Bhagyashree Gaikwad,
Ankita Sontakke,
Manasi Patwardhan,
Niranjan Pedanekar,
Shirish Karande
[pdf] [supp]
[bibtex]
@InProceedings{Gaikwad_2021_ICCV, author = {Gaikwad, Bhagyashree and Sontakke, Ankita and Patwardhan, Manasi and Pedanekar, Niranjan and Karande, Shirish}, title = {Plots to Previews: Towards Automatic Movie Preview Retrieval Using Publicly Available Meta-Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3205-3214} }

Face, Body, Voice: Video Person-Clustering With Multiple Modalities
Andrew Brown,
Vicky Kalogeiton,
Andrew Zisserman
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Brown_2021_ICCV, author = {Brown, Andrew and Kalogeiton, Vicky and Zisserman, Andrew}, title = {Face, Body, Voice: Video Person-Clustering With Multiple Modalities}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3184-3194} }

Learning Where To Cut From Edited Videos
Yuzhong Huang,
Xue Bai,
Oliver Wang,
Fabian Caba,
Aseem Agarwala
[pdf]
[bibtex]
@InProceedings{Huang_2021_ICCV, author = {Huang, Yuzhong and Bai, Xue and Wang, Oliver and Caba, Fabian and Agarwala, Aseem}, title = {Learning Where To Cut From Edited Videos}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3215-3223} }

Video Contrastive Learning With Global Context
Haofei Kuang,
Yi Zhu,
Zhi Zhang,
Xinyu Li,
Joseph Tighe,
Soren Schwertfeger,
Cyrill Stachniss,
Mu Li
[pdf] [arXiv]
[bibtex]
@InProceedings{Kuang_2021_ICCV, author = {Kuang, Haofei and Zhu, Yi and Zhang, Zhi and Li, Xinyu and Tighe, Joseph and Schwertfeger, Soren and Stachniss, Cyrill and Li, Mu}, title = {Video Contrastive Learning With Global Context}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3195-3204} }

VLG-Net: Video-Language Graph Matching Network for Video Grounding
Mattia Soldan,
Mengmeng Xu,
Sisi Qu,
Jesper Tegner,
Bernard Ghanem
[pdf] [supp]
[bibtex]
@InProceedings{Soldan_2021_ICCV, author = {Soldan, Mattia and Xu, Mengmeng and Qu, Sisi and Tegner, Jesper and Ghanem, Bernard}, title = {VLG-Net: Video-Language Graph Matching Network for Video Grounding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3224-3234} }

Video Transformer Network
Daniel Neimark,
Omri Bar,
Maya Zohar,
Dotan Asselmann
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Neimark_2021_ICCV, author = {Neimark, Daniel and Bar, Omri and Zohar, Maya and Asselmann, Dotan}, title = {Video Transformer Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3163-3172} }