Revolutionizing the World of Retail

DualFit: A Two-Stage Virtual Try-On via Warping and Synthesis

Minh Tran,

Johnmark Clements,

Annie Prasanna Manoharan,

Tri Nguyen,

Ngan Le

[pdf]

[bibtex]

@InProceedings{Tran_2025_ICCV, author = {Tran, Minh and Clements, Johnmark and Manoharan, Annie Prasanna and Nguyen, Tri and Le, Ngan}, title = {DualFit: A Two-Stage Virtual Try-On via Warping and Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2397-2407} }

RetailAction: Dataset for Multi-View Spatio-Temporal Localization of Human-Object Interactions in Retail

Davide Mazzini,

Alberto Raimondi,

Bruno Abbate,

Daniel Fischetti,

David Woollard

[pdf] [supp]

[bibtex]

@InProceedings{Mazzini_2025_ICCV, author = {Mazzini, Davide and Raimondi, Alberto and Abbate, Bruno and Fischetti, Daniel and Woollard, David}, title = {RetailAction: Dataset for Multi-View Spatio-Temporal Localization of Human-Object Interactions in Retail}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2379-2387} }

Sari Sandbox: A Virtual Retail Store Environment for Embodied AI Agents

Janika Deborah Gajo,

Gerarld Paul Merales,

Jerome Escarcha,

Brenden Ashley Molina,

Gian Nartea,

Emmanuel G. Maminta,

Juan Carlos Roldan,

Rowel O. Atienza

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Gajo_2025_ICCV, author = {Gajo, Janika Deborah and Merales, Gerarld Paul and Escarcha, Jerome and Molina, Brenden Ashley and Nartea, Gian and Maminta, Emmanuel G. and Roldan, Juan Carlos and Atienza, Rowel O.}, title = {Sari Sandbox: A Virtual Retail Store Environment for Embodied AI Agents}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2369-2378} }

Relative Pose Regression with Pose Auto-Encoders: Enhanced Accuracy and Data Efficiency for Retail Applications

Yoli Shavit,

Yosi Keller

[pdf]

[bibtex]

@InProceedings{Shavit_2025_ICCV, author = {Shavit, Yoli and Keller, Yosi}, title = {Relative Pose Regression with Pose Auto-Encoders: Enhanced Accuracy and Data Efficiency for Retail Applications}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2388-2396} }

HyperVLM: Hyperbolic Space Guided Vision Language Modeling for Hierarchical Multi-Modal Understanding

Sarthak Srivastava,

Kathy Wu

[pdf]

[bibtex]

@InProceedings{Srivastava_2025_ICCV, author = {Srivastava, Sarthak and Wu, Kathy}, title = {HyperVLM: Hyperbolic Space Guided Vision Language Modeling for Hierarchical Multi-Modal Understanding}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2347-2358} }

Recommendation By Generation: Generation Augmented Complementary Fashion Item Retrieval Using Incomplete Outfit

Gaurab Bhattacharya,

Vivek B S,

P. Rajith Bhargav,

Jayavardhana Gubbi,

Bagyalakshmi V,

Arpan Pal

[pdf]

[bibtex]

@InProceedings{Bhattacharya_2025_ICCV, author = {Bhattacharya, Gaurab and S, Vivek B and Bhargav, P. Rajith and Gubbi, Jayavardhana and V, Bagyalakshmi and Pal, Arpan}, title = {Recommendation By Generation: Generation Augmented Complementary Fashion Item Retrieval Using Incomplete Outfit}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2337-2346} }

SGBD: Sharpness-Aware Mirror Gradient with BLIP-Based Denoising for Robust Multimodal Product Recommendation

Sarthak Srivastava,

Kathy Wu

[pdf]

[bibtex]

@InProceedings{Srivastava_2025_ICCV, author = {Srivastava, Sarthak and Wu, Kathy}, title = {SGBD: Sharpness-Aware Mirror Gradient with BLIP-Based Denoising for Robust Multimodal Product Recommendation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2359-2368} }