Embedded Vision Workshop


Contextual Convolutions for Scalable Forward-Only Learning on Tiny Devices
Mehdi Abbassi,
Alberto Ancilotto,
Elisabetta Farella
[pdf]
[bibtex]
@InProceedings{Abbassi_2025_ICCV, author = {Abbassi, Mehdi and Ancilotto, Alberto and Farella, Elisabetta}, title = {Contextual Convolutions for Scalable Forward-Only Learning on Tiny Devices}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1707-1714} }

Inside Knowledge: Graph-based Path Generation with Explainable Data Augmentation and Curriculum Learning for Visual Indoor Navigation
Daniel Airinei,
Elena Burceanu,
Marius Leordeanu
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Airinei_2025_ICCV, author = {Airinei, Daniel and Burceanu, Elena and Leordeanu, Marius}, title = {Inside Knowledge: Graph-based Path Generation with Explainable Data Augmentation and Curriculum Learning for Visual Indoor Navigation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1734-1743} }

Efficient Self-Supervised Neuro-Analytic Visual Servoing for Real-time Quadrotor Control
Sebastian Mocanu,
Sebastian-Ion Nae,
Mihai-Eugen Barbu,
Marius Leordeanu
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Mocanu_2025_ICCV, author = {Mocanu, Sebastian and Nae, Sebastian-Ion and Barbu, Mihai-Eugen and Leordeanu, Marius}, title = {Efficient Self-Supervised Neuro-Analytic Visual Servoing for Real-time Quadrotor Control}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1744-1753} }

Implementation of Extremely Low Power Visual Perception Algorithm on Programmable Vision Accelerator: Examples of Challenges and Solutions
Sanmati Kamath,
Ching Hung,
Jagadeesh Sankaran,
Zoran Nikolic,
Eric Viscito,
Branislav Kisacanin
[pdf]
[bibtex]
@InProceedings{Kamath_2025_ICCV, author = {Kamath, Sanmati and Hung, Ching and Sankaran, Jagadeesh and Nikolic, Zoran and Viscito, Eric and Kisacanin, Branislav}, title = {Implementation of Extremely Low Power Visual Perception Algorithm on Programmable Vision Accelerator: Examples of Challenges and Solutions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1715-1723} }

Rethinking Backbone Design for Lightweight 3D Object Detection in LiDAR
Adwait Chandorkar,
Hasan Tercan,
Tobias Meisen
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Chandorkar_2025_ICCV, author = {Chandorkar, Adwait and Tercan, Hasan and Meisen, Tobias}, title = {Rethinking Backbone Design for Lightweight 3D Object Detection in LiDAR}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1698-1706} }

LightPrune: Latency-Aware Structured Pruning for Efficient Deep Inference on Embedded Devices
Asma Belhadi,
Youcef Djenouri,
Ahmed Nabil Belbachir
[pdf]
[bibtex]
@InProceedings{Belhadi_2025_ICCV, author = {Belhadi, Asma and Djenouri, Youcef and Belbachir, Ahmed Nabil}, title = {LightPrune: Latency-Aware Structured Pruning for Efficient Deep Inference on Embedded Devices}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1688-1697} }

Scalable Optical Convolutional Neural Networks For Edge Applications
Venkata Anirudh Puligandla,
Vladimir Ceperic,
Tihomir Knezevic
[pdf]
[bibtex]
@InProceedings{Puligandla_2025_ICCV, author = {Puligandla, Venkata Anirudh and Ceperic, Vladimir and Knezevic, Tihomir}, title = {Scalable Optical Convolutional Neural Networks For Edge Applications}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1724-1733} }