Scene Graphs and Graph Representation Learning

Measuring Image-Relation Alignment: Reference-Free Evaluation of VLMs and Synthetic Pre-training for Open-Vocabulary Scene Graph Generation

Maëlic Neau,

Zoe Falomir,

Cédric Buche,

Akihiro Sugimoto

[pdf] [arXiv]

[bibtex]

@InProceedings{Neau_2025_ICCV, author = {Neau, Ma\"elic and Falomir, Zoe and Buche, C\'edric and Sugimoto, Akihiro}, title = {Measuring Image-Relation Alignment: Reference-Free Evaluation of VLMs and Synthetic Pre-training for Open-Vocabulary Scene Graph Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {7614-7623} }

CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations

Julian Lorenz,

Mrunmai Phatak,

Robin Schön,

Katja Ludwig,

Nico Hörmann,

Annemarie Friedrich,

Rainer Lienhart

[pdf] [supp]

[bibtex]

@InProceedings{Lorenz_2025_ICCV, author = {Lorenz, Julian and Phatak, Mrunmai and Sch\"on, Robin and Ludwig, Katja and H\"ormann, Nico and Friedrich, Annemarie and Lienhart, Rainer}, title = {CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {7604-7613} }

Long-form Reasoning for Keystep Recognition using Graph Neural Networks

Julia Romero,

Kyle Min,

Subarna Tripathi,

Morteza Karimzadeh

[pdf]

[bibtex]

@InProceedings{Romero_2025_ICCV, author = {Romero, Julia and Min, Kyle and Tripathi, Subarna and Karimzadeh, Morteza}, title = {Long-form Reasoning for Keystep Recognition using Graph Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {7624-7633} }