AI for Creative Video Editing and Understanding

Benchmarking Data Efficiency and Computational Efficiency of Temporal Action Localization Models

Jan Warchocki,

Teodor Oprescu,

Yunhan Wang,

Alexandru Dămăcuş,

Paul Misterka,

Robert-Jan Bruintjes,

Attila Lengyel,

Ombretta Strafforello,

Jan van Gemert

[pdf] [arXiv]

[bibtex]

@InProceedings{Warchocki_2023_ICCV, author = {Warchocki, Jan and Oprescu, Teodor and Wang, Yunhan and D\u{a}m\u{a}cu\c{s}, Alexandru and Misterka, Paul and Bruintjes, Robert-Jan and Lengyel, Attila and Strafforello, Ombretta and van Gemert, Jan}, title = {Benchmarking Data Efficiency and Computational Efficiency of Temporal Action Localization Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {3008-3016} }

Is There Progress in Activity Progress Prediction?

Frans de Boer,

Jan C. van Gemert,

Jouke Dijkstra,

Silvia L. Pintea

[pdf] [arXiv]

[bibtex]

@InProceedings{de_Boer_2023_ICCV, author = {de Boer, Frans and van Gemert, Jan C. and Dijkstra, Jouke and Pintea, Silvia L.}, title = {Is There Progress in Activity Progress Prediction?}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2958-2966} }

InFusion: Inject and Attention Fusion for Multi Concept Zero-Shot Text-Based Video Editing

Anant Khandelwal

[pdf] [arXiv]

[bibtex]

@InProceedings{Khandelwal_2023_ICCV, author = {Khandelwal, Anant}, title = {InFusion: Inject and Attention Fusion for Multi Concept Zero-Shot Text-Based Video Editing}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {3017-3026} }

PAT: Position-Aware Transformer for Dense Multi-Label Action Detection

Faegheh Sardari,

Armin Mustafa,

Philip J. B. Jackson,

Adrian Hilton

[pdf] [arXiv]

[bibtex]

@InProceedings{Sardari_2023_ICCV, author = {Sardari, Faegheh and Mustafa, Armin and Jackson, Philip J. B. and Hilton, Adrian}, title = {PAT: Position-Aware Transformer for Dense Multi-Label Action Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2988-2997} }

Expressive Talking Head Video Encoding in StyleGAN2 Latent Space

Trevine Oorloff,

Yaser Yacoob

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Oorloff_2023_ICCV, author = {Oorloff, Trevine and Yacoob, Yaser}, title = {Expressive Talking Head Video Encoding in StyleGAN2 Latent Space}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2998-3007} }

Are Current Long-Term Video Understanding Datasets Long-Term?

Ombretta Strafforello,

Klamer Schutte,

Jan van Gemert

[pdf] [arXiv]

[bibtex]

@InProceedings{Strafforello_2023_ICCV, author = {Strafforello, Ombretta and Schutte, Klamer and van Gemert, Jan}, title = {Are Current Long-Term Video Understanding Datasets Long-Term?}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2967-2976} }

VAST: Vivify Your Talking Avatar via Zero-Shot Expressive Facial Style Transfer

Liyang Chen,

Zhiyong Wu,

Runnan Li,

Weihong Bao,

Jun Ling,

Xu Tan,

Sheng Zhao

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chen_2023_ICCV, author = {Chen, Liyang and Wu, Zhiyong and Li, Runnan and Bao, Weihong and Ling, Jun and Tan, Xu and Zhao, Sheng}, title = {VAST: Vivify Your Talking Avatar via Zero-Shot Expressive Facial Style Transfer}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {2977-2987} }

LEMMS: Label Estimation of Multi-Feature Movie Segments

Bartolomeo Vacchetti,

Dawit Mureja,

Tania Cerquitelli

[pdf]

[bibtex]

@InProceedings{Vacchetti_2023_ICCV, author = {Vacchetti, Bartolomeo and Mureja, Dawit and Cerquitelli, Tania}, title = {LEMMS: Label Estimation of Multi-Feature Movie Segments}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {3027-3035} }