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
--Days
--Hours
--Minutes
--Seconds

Until the camera-ready deadline · August 15, 2026, 23:59 AoE

SCROLL
New · Important Camera-Ready Instructions — due August 15, 2026, 23:59 AoE Accepted full-paper (archival) authors: please read carefully.
Read Instructions ↓
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 to 13
Workshop: Sep 9 (afternoon)

Full Papers (Archival) Closed

Jul 27, 2026

Full Paper Submission Deadline

Closed. This track is no longer accepting submissions

Aug 9, 2026

Acceptance Notification

Authors notified by email

Aug 15, 2026

Camera-Ready Due New

11:59 PM AoE · one PDF to OpenReview, max 14 pages excl. references · Springer via Meteor · read the full instructions

Extended Abstracts (Non-Archival) Closed

Jul 27, 2026

Extended Abstract Submission Deadline

Closed. This track is no longer accepting submissions

Aug 9, 2026

Acceptance Notification

11:59 PM AoE · authors notified by email · no camera-ready required

Sep 9, 2026

Workshop Day

Afternoon (PM) session · Malmö, Sweden

Both submission tracks are now closed. Acceptance notifications for the full paper and extended abstract tracks will be sent on August 9, 2026. Full papers appear in the ECCV 2026 Workshop Proceedings (Springer); extended abstracts are non-archival. All submissions were handled via OpenReview.
All ECCV 2026 papers, both workshop and main conference papers, that have been approved for inclusion in the proceedings are required to have the full passport/author registration.
Camera-ready instructions will be added soon, as we await these instructions from the ECCV Workshop Chairs.
04Call for Papers

Submissions Closed

Track I · Archival Closed

Full Papers

Novel, previously unpublished research. Accepted papers appear in the official ECCV 2026 Workshop Proceedings. This track closed on July 27, 2026 and is no longer accepting submissions.

Length
14 pages excl. refs
Format
ECCV 2026 Style
Review
Double-blind
Supplementary
Optional
Deadline
Closed
Track II · Non-Archival Closed

Extended Abstracts

New, previously, or concurrently published research or work-in-progress. Will not appear in proceedings. This track closed on August 6, 2026 and is no longer accepting submissions.

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

Submission Status

Both Tracks Are Now Closed

The Full Paper (archival) track closed on July 27, 2026 and the Extended Abstract (non-archival) track closed on August 6, 2026. No further submissions are being accepted. Acceptance notifications for both tracks were sent by email on August 9, 2026. Authors of accepted full archival papers should now follow the camera-ready instructions, due August 15, 2026, 23:59 AoE.

Camera-ready due · Aug 15, 2026


View on OpenReview

Presentation Guidelines

Every accepted paper presents a poster in the MalmöMässan Exhibit Hall during the 15:00–16:00 session — this includes papers selected for an oral spotlight. Oral spotlight authors present both a short talk and a poster; the talk does not replace the poster. Poster boards are 140 × 100 cm; poster printing information will be posted on the website shortly. Room assignments will be posted on the app.

Registration Requirement

All ECCV 2026 papers, both workshop and main conference papers, that have been approved for inclusion in the proceedings are required to have the full passport/author registration.

Camera-Ready New

Camera-ready instructions for accepted full archival papers are now available and are due August 15, 2026, 23:59 AoE. The main paper is limited to 14 pages excluding references. There are two separate submissions — OpenReview and Meteor — with different rules about supplementary material. Read the full instructions carefully →

05New · Important

Camera-Ready Instructions

These instructions apply to accepted full archival papers only. Extended abstracts are non-archival and require no camera-ready submission. There are two separate submissions — one to OpenReview and one to Meteor — and the rules about supplementary material are different for each. The main paper is limited to 14 pages excluding references in both.

Please read carefully · Due August 15, 2026, 23:59 AoE

Step 01 · OpenReviewDue Aug 15

Upload your final PDF

Authors of accepted full archival papers must upload their camera-ready papers to OpenReview using the “Camera Ready Revision” button on their submission page. The deadline is 15 August 2026, 23:59 AoE.

  • Page limit: strictly 14 pages excluding references, as confirmed by the ECCV Workshop Chairs. This applies to the main paper only. Acknowledgements may be placed after the references.
  • Upload one PDF. This PDF may include, if the authors wish, the supplementary material appended to the PDF, after the references. There is no separate supplementary upload field, and the appended supplementary has no page limit.
  • Later on, just before the conference, the program chairs of AI4VA will make those PDFs public (set the visibility to public), so anyone can get access to them. This is as per ECCV Workshop rules.
  • The official workshop proceedings will be published by the end of the year, so it is agreed with Springer that we make the PDFs available via OpenReview.
Edit your submission on OpenReview →
Step 02 · MeteorSpringer

Submit to the proceedings

Accepted full-paper authors will be invited directly to submit their papers and supplementary material via Meteor — the same procedure as for the main conference. The invitation comes separately from the ECCV and Springer publication chairs; you do not need it in order to complete your OpenReview upload. The 14-page limit excluding references applies here too.

What Meteor will allow you to submit

  • The main paper PDF that matches the final, corrected, post-review version of the paper. No appended supplementary material.
  • The LaTeX source files (including figures) corresponding only to the main paper. The paper source must not include a link to the supplementary material, and the LaTeX source of the supplementary material must be removed completely from the source package.
  • Separately, any Electronic Supplementary Material (ESM) you want to provide in support of the paper on SpringerLink. If the supplementary material is a PDF, it must be uploaded as a separate PDF called “Supplementary Material”.
Papers will be excluded if the main paper PDF and/or source submitted to Meteor includes an Appendix or Supplementary Material — the paper will not be included in the proceedings. Any Supplementary Material in PDF format must be submitted as a separate file.
!

Very Important — One submission only

Springer will allow only ONE submission per paper. The submission link can only be used ONCE. Please make sure everything is final before you submit. Submission instructions are the same as for the main conference: read the ECCV 2026 submission instructions.

On Electronic Supplementary Material (ESM)

The ESM may consist of PDFs, videos, images, data, or other files supporting the paper. The ESM should not be considered an Appendix of the paper. Authors may refer to the ESM generically — e.g. “as described in the Supplementary Material” — but there should be no formal cross-references, e.g. to “Appendix B.3”.

Registration Requirement

All ECCV 2026 papers, both workshop and main conference papers, that have been approved for inclusion in the proceedings are required to have the full passport/author registration.

06Schedule

Workshop Program

Half-day afternoon session · Wednesday, September 9, 2026 · Malmö, Sweden

13:00 — 13:05

Opening Remarks

Deblina Bhattacharjee · Workshop Chair, University of Bath

Welcome
13:05 — 13:40

Keynote I — Björn Ommer

LMU Munich · latent diffusion models and generative image research

30 min + 5 Q&A
13:40 — 14:15

Keynote II — Niloy J. Mitra

University College London · Adobe Research · generative models for 3D content

30 min + 5 Q&A
14:15 — 14:50

Keynote III — Ranjay Krishna

University of Washington · Allen Institute for AI · vision-language models and multimodal reasoning

30 min + 5 Q&A
14:50 — 15:00

Transition to the Exhibit Hall

Please make your way to the MalmöMässan Exhibit Hall

Break
15:00 — 16:00

Poster Session & Coffee

All accepted papers, archival and non-archival — including the oral spotlight papers · MalmöMässan Exhibit Hall

60 min
16:00 — 16:35

Keynote IV — To Be Announced

Our fourth keynote is awaiting confirmation and will be announced shortly

30 min + 5 Q&A
16:35 — 17:15

Oral Spotlights I–IV

Four selected papers · 7 minutes each followed by 3 minutes of questions · these authors also present a poster in the 15:00 session

4 × 10 min
17:15 — 17:20

Closing Remarks & Certificates

Deblina Bhattacharjee · Workshop Chair, University of Bath

Close

The programme is provisional and subject to change. Room assignments will be posted on the app.

Poster Information

Board size · 140 × 100 cm

All accepted papers present a poster, including those selected for an oral spotlight. An oral spotlight is in addition to the poster, not instead of it.

All posters will be displayed in the MalmöMässan Exhibit Hall during the 15:00–16:00 session. Boards are shared with other workshops and are assigned according to schedule, so please set up and remove your poster within your session window.

Poster printing information will be posted on the website shortly.

Rooms & Venue

Malmö, Sweden · September 9, 2026

Room assignments will be posted on the app. The keynotes and oral spotlights take place in the workshop room; the poster session takes place separately in the Exhibit Hall.

Presenters are asked to load their slides during the preceding break.

07Keynotes

Invited Speakers

Confirmed
Björn OmmerBO

Björn Ommer

LMU Munich

Professor of Computer Vision & Learning at Ludwig Maximilian University of Munich. His group's work on latent diffusion models underpins Stable Diffusion and much of today's generative image research.

Confirmed
Niloy J. MitraNM

Niloy J. Mitra

University College London · Adobe Research

Professor of Computer Graphics at UCL, where he leads the Smart Geometry Processing group, and Senior Research Scientist at Adobe Research. Works on geometry processing, shape analysis, and generative models for 3D content.

Confirmed
Ranjay KrishnaRK

Ranjay Krishna

University of Washington · Allen Institute for AI

Assistant Professor at the Paul G. Allen School and research lead at AI2. Creator of Visual Genome; his work spans vision-language models, multimodal reasoning, and human-AI interaction.

TBA
?

To Be Announced

Keynote 4

Our fourth keynote is awaiting confirmation and will be announced here shortly.

08Organizers

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

Support

Sponsors

Become a Sponsor
Contact

Questions?

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