Precognition: Seeing Through the Future

Panoptic Segmentation Forecasting

Colin Graber,

Grace Tsai,

Michael Firman,

Gabriel Brostow,

Alexander Schwing

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Graber_2021_CVPR, author = {Graber, Colin and Tsai, Grace and Firman, Michael and Brostow, Gabriel and Schwing, Alexander}, title = {Panoptic Segmentation Forecasting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2279-2288} }

End-to-End Interactive Prediction and Planning With Optical Flow Distillation for Autonomous Driving

Hengli Wang,

Peide Cai,

Rui Fan,

Yuxiang Sun,

Ming Liu

[pdf] [arXiv]

[bibtex]

@InProceedings{Wang_2021_CVPR, author = {Wang, Hengli and Cai, Peide and Fan, Rui and Sun, Yuxiang and Liu, Ming}, title = {End-to-End Interactive Prediction and Planning With Optical Flow Distillation for Autonomous Driving}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2229-2238} }

Glaucoma Precognition Based on Confocal Scanning Laser Ophthalmoscopy Images of the Optic Disc Using Convolutional Neural Network

Krati Gupta,

Michael Goldbaum,

Siamak Yousefi

[pdf]

[bibtex]

@InProceedings{Gupta_2021_CVPR, author = {Gupta, Krati and Goldbaum, Michael and Yousefi, Siamak}, title = {Glaucoma Precognition Based on Confocal Scanning Laser Ophthalmoscopy Images of the Optic Disc Using Convolutional Neural Network}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2259-2267} }

Multi-Modal Temporal Convolutional Network for Anticipating Actions in Egocentric Videos

Olga Zatsarynna,

Yazan Abu Farha,

Juergen Gall

[pdf]

[bibtex]

@InProceedings{Zatsarynna_2021_CVPR, author = {Zatsarynna, Olga and Abu Farha, Yazan and Gall, Juergen}, title = {Multi-Modal Temporal Convolutional Network for Anticipating Actions in Egocentric Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2249-2258} }

Long-Term Head Pose Forecasting Conditioned on the Gaze-Guiding Prior

Shentong Mo,

Miao Xin

[pdf]

[bibtex]

@InProceedings{Mo_2021_CVPR, author = {Mo, Shentong and Xin, Miao}, title = {Long-Term Head Pose Forecasting Conditioned on the Gaze-Guiding Prior}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2239-2248} }

Spatio-Temporal Predictive Network for Videos With Physical Properties

Yuka Aoyagi,

Noboru Murata,

Hidetomo Sakaino

[pdf]

[bibtex]

@InProceedings{Aoyagi_2021_CVPR, author = {Aoyagi, Yuka and Murata, Noboru and Sakaino, Hidetomo}, title = {Spatio-Temporal Predictive Network for Videos With Physical Properties}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2268-2278} }