The 7th International Workshop on Eye and Gaze in Computer Vision

How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation

Jia Li,

Wenjie Zhao,

Fnu Atisri,

Sanskriti Aripineni,

Shijian Deng,

Jon E Froehlich,

Yuhang Zhao,

Yapeng Tian

[pdf] [supp]

[bibtex]

@InProceedings{Li_2026_CVPR, author = {Li, Jia and Zhao, Wenjie and Atisri, Fnu and Aripineni, Sanskriti and Deng, Shijian and E Froehlich, Jon and Zhao, Yuhang and Tian, Yapeng}, title = {How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5860-5869} }

Learning Ego-Exo Visual Representations for Conversational Gaze Estimation

Anshul Gupta,

Yijun Qian,

Ruohan Gao,

Ishwarya Ananthabhotla,

Jean-Marc Odobez,

Vamsi Krishna Ithapu,

Calvin Murdock

[pdf] [supp]

[bibtex]

@InProceedings{Gupta_2026_CVPR, author = {Gupta, Anshul and Qian, Yijun and Gao, Ruohan and Ananthabhotla, Ishwarya and Odobez, Jean-Marc and Ithapu, Vamsi Krishna and Murdock, Calvin}, title = {Learning Ego-Exo Visual Representations for Conversational Gaze Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5841-5850} }

FlowScan: Self-Supervised Features and Flow Matching Regularization for Gaze Scanpath Prediction

Brahan Aklilu,

Ofir Itzhak Shahar,

Ohad Ben-Shahar

[pdf]

[bibtex]

@InProceedings{Aklilu_2026_CVPR, author = {Aklilu, Brahan and Shahar, Ofir Itzhak and Ben-Shahar, Ohad}, title = {FlowScan: Self-Supervised Features and Flow Matching Regularization for Gaze Scanpath Prediction}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5822-5831} }

RayGazeFM: Geometry-Grounded Foundation Adapters for Unified 3D Gaze, Point-of-Regard, and Gaze Target Estimation

Murari Ambati

[pdf]

[bibtex]

@InProceedings{Ambati_2026_CVPR, author = {Ambati, Murari}, title = {RayGazeFM: Geometry-Grounded Foundation Adapters for Unified 3D Gaze, Point-of-Regard, and Gaze Target Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5832-5840} }

End-to-End Shared Attention Estimation via Group Detection with Feedback Refinement

Chihiro Nakatani,

Norimichi Ukita,

Jean-Marc Odobez

[pdf] [arXiv]

[bibtex]

@InProceedings{Nakatani_2026_CVPR, author = {Nakatani, Chihiro and Ukita, Norimichi and Odobez, Jean-Marc}, title = {End-to-End Shared Attention Estimation via Group Detection with Feedback Refinement}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5870-5878} }

Learning to Look: CLIP-Guided Dual-Crop Fusion for Head Position-Invariant Gaze Estimation

Sourav Lakhotia,

Chaviti Vasantha Lakshmi,

Aratrik Chattopadhyay

[pdf]

[bibtex]

@InProceedings{Lakhotia_2026_CVPR, author = {Lakhotia, Sourav and Lakshmi, Chaviti Vasantha and Chattopadhyay, Aratrik}, title = {Learning to Look: CLIP-Guided Dual-Crop Fusion for Head Position-Invariant Gaze Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5851-5859} }

SIGN: A Statistically-Informed Gaze Network for Gaze Time Prediction and Inference

Jianping Ye,

Michel Wedel

[pdf] [supp]

[bibtex]

@InProceedings{Ye_2026_CVPR, author = {Ye, Jianping and Wedel, Michel}, title = {SIGN: A Statistically-Informed Gaze Network for Gaze Time Prediction and Inference}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5879-5889} }