Malmö harbour at dusk — home of ECCV 2026

ECCV 2026 Workshop — Malmö, Sweden

AI for Visual ArtsThe 4th Edition

September 9, 2026 · Afternoon (PM) SessionMalmö, SwedenHalf-Day Workshop
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Until the paper submission deadline

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01
Picasso - Girl with a Mandolin (1910)Abstraction
Leonardo da Vinci Museum ExhibitionHeritage
Roy Lichtenstein - Whaam!Narrative

Where machines learn to perceive, imagine, and create

The 4th AI for Visual Arts workshop at ECCV 2026 explores how computer vision perceives, interprets, models, and generates abstraction across artistic and cultural imagery — paintings, comics, films, typography, sculpture, and heritage artefacts that challenge the assumptions of conventional models.

Building on three successful editions, AI4VA now expands toward the frontier of generative and agentic creativity: world models for cinematic simulation, long-form video generation for storyboarding, neural 3D representations for creative domains, and agentic workflows for art, film, and storytelling — alongside our enduring focus on perception under abstraction, provenance, and the digitisation and restoration of cultural heritage.

01

Perception Under Abstraction

Advance robust segmentation, saliency, depth, and multimodal reasoning under stylization and abstraction. Evaluate how vision models interpret artistic imagery and generalize beyond photorealism.

02

Generative Storytelling & World Models

Push long-form, temporally coherent video generation, world models, neural 3D representations, and agentic workflows that give artists cinematic and stylistic control over the creative process.

03

Provenance, Ethics & Heritage

Benchmark watermarking, authenticity, and provenance in AI-assisted art; digitise historic archives and apply spatial intelligence to the restoration and preservation of cultural heritage.

02 Research Areas

Topics of Interest

World Models for Visual ArtsLong-Form Video Generation & StoryboardingTemporal Coherence in Video GenerationNeural 3D Representations for Creative DomainsTypography & Vector ArtStylistic ControlArt Watermarking & ProvenanceDatasets for ArtAI Ethics for ArtAgentic Workflows for Art, Film & StorytellingDigitising Historic ArchivesSpatial Intelligence for Cultural Heritage World Models for Visual ArtsLong-Form Video Generation & StoryboardingTemporal Coherence in Video GenerationNeural 3D Representations for Creative DomainsTypography & Vector ArtStylistic ControlArt Watermarking & ProvenanceDatasets for ArtAI Ethics for ArtAgentic Workflows for Art, Film & StorytellingDigitising Historic ArchivesSpatial Intelligence for Cultural Heritage
001World models for visual arts & cinematic simulation
002Multimodal & long-form video generation for storyboarding & cinematic control
003Temporal coherence & consistency in video generation
004Neural 3D representations for creative domains
005Typography, vector art & graphic design generation
006Stylistic control in generative models
007Art watermarking, provenance tracking & authenticity verification
008Datasets & benchmarks for visual arts
009AI ethics, authorship & responsible AI for art
010Agentic workflows for art, film & storytelling
011Digitising historic archives
012Spatial intelligence for cultural heritage & digital restoration
013Robust segmentation, depth & saliency in stylized imagery
014Vision–language alignment & multimodal reasoning in art
015Image composition for visual arts
016Any AI × Visual Art intersection
03Timeline

Important Dates

September092026 · PM Session
Malmö, Sweden
ECCV 2026 · Sep 8–13
Workshop: Sep 9 (afternoon)

Full Papers (Archival)

Jul 24, 2026

Full Paper Submission Deadline

11:59 PM AoE — via OpenReview

Aug 8, 2026

Acceptance Notification

Authors notified by email

Aug 14, 2026

Camera-Ready & Copyright Due

ECCV 2026 Workshop Proceedings (Springer)

Extended Abstracts (Non-Archival)

Jul 24, 2026

Extended Abstract Submission

11:59 PM AoE — via OpenReview

Aug 8, 2026

Acceptance Notification

No camera-ready required

Sep 9, 2026

Workshop Day

Afternoon (PM) session · Malmö, Sweden

All deadlines are 11:59 PM AoE (Anywhere on Earth). Full papers appear in the ECCV 2026 Workshop Proceedings (Springer); extended abstracts are non-archival. All submissions are handled via OpenReview.
04Call for Papers

Submissions Open

Track I — Archival

Full Papers

Novel, previously unpublished research. Accepted papers appear in the official ECCV 2026 Workshop Proceedings.

Length
Up to 14 pages
Format
ECCV 2026 Style
Review
Double-blind
Supplementary
Optional
Track II — Non-Archival

Extended Abstracts

New, previously, or concurrently published research or work-in-progress. Will not appear in proceedings.

Length
Up to 4 pages
Format
ECCV 2026 Style
Review
Double-blind
Camera-Ready
Not required

Submission Portal

Submit via OpenReview

All submissions to the 4th AI for Visual Arts workshop are handled through OpenReview and reviewed double-blind. Please anonymize your submission and, on the OpenReview form, select the correct track — Full Paper (archival, up to 14 pages) or Extended Abstract (non-archival, up to 4 pages). Choosing the right track ensures your paper is reviewed against the correct length and archival criteria.

OpenReview submission site now open · Both tracks due Jul 24, 2026 (AoE)


Submit on OpenReview

Presentation Guidelines

All accepted papers present a poster. Selected oral spotlight presenters will additionally deliver a short talk. Poster dimensions and detailed presentation guidelines will follow the ECCV 2026 workshop logistics and will be announced after acceptance notifications.

05Schedule

Workshop Program

Program To Be Announced

The half-day afternoon program — keynotes, archival paper spotlights, poster session, and panel discussion — will be published here once the speaker lineup is confirmed.

06Keynotes

Invited Speakers

TBA
?

To Be Announced

Keynote 1

Our keynote lineup for the 4th edition is being finalised and will be announced soon.

TBA
?

To Be Announced

Keynote 2

Our keynote lineup for the 4th edition is being finalised and will be announced soon.

TBA
?

To Be Announced

Keynote 3

Our keynote lineup for the 4th edition is being finalised and will be announced soon.

TBA
?

To Be Announced

Keynote 4

Our keynote lineup for the 4th edition is being finalised and will be announced soon.

07Organizers

Organizing Committee

Deblina BhattacharjeeLead Organizer

Deblina Bhattacharjee

Assistant Professor, University of Bath, UK

Yin ZhangOrganizer

Iris (Yin) Zhang

PhD in Translation Studies, University of Geneva

Bingchen ZhaoOrganizer

Bingchen Zhao

PhD in Computer Science, University of Edinburgh

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Contact

Questions?

db2466[at]bath[dot]ac[dot]uk