第19届欧洲计算机视觉会议（ECCV 2026）在瑞典马尔默举办
The Academic Route: Why the AI World Chose Hyllie, Malmö
第19届欧洲计算机视觉会议（ECCV 2026）于9月在瑞典马尔默的Hyllie区举行，吸引了超过6,000名代表参与，是迄今为止瑞典规模最大的科学人工智能会议。
文章详细记录了ECCV 2026在马尔默Hyllie区举办的盛况，包括参会人数、投稿量增长及场馆利用情况，为评估大型学术会议对目的地的影响提供了具体案例。
For five days in September, Malmö’s Hyllie district became the global hub for computer vision. The biennial AI event returned to Sweden for the first time since Stockholm in 1994. With over 6,000 delegates and 10,000 research proposals, and two neighbouring venues, the 19th European Conference on Computer Vision (ECCV 2026) was Sweden’s largest scientific AI conference to date. The event also demonstrated the value academic hosting brings to a destination.
Malmö Arena, typically home to the Malmö Redhawks ice hockey team and Swedish arena tours, was transformed this week to welcome international delegates. Most attendees appeared to be under 35.
Computer vision has made remarkable progress in understanding the visual world. Yet these advances have focused on expanding machines’ capabilities as observers. In her keynote, Professor Kristen Grauman of the University of Texas at Austin and Co-founder and CEO of Vizo Labs addressed the audience on From Machine Perception to Human Expertise.
Kristen Grauman, also former head of research at Meta FAIR, summarised her message as “the shift from AI that observes human activity to systems that can help people build expertise – connecting a fine-grained understanding of human behaviour with personalised, actionable guidance.” For example, smart glasses can convert instructional videos into proactive guidance for blind and visually impaired users.
The event’s logistics highlight the advantages of a compact urban hub. Malmö Arena is located 80 metres from Malmö Hyllie Station, just six minutes by train from Malmö Central Station and the first Swedish stop from Copenhagen Airport in Denmark. Direct trains between the airport and Malmö Hyllie Station run frequently and take 11 to 14 minutes. The Malmö Exhibition Centre offers over 3,000 parking spaces with charging facilities. The Emporia Shopping Centre, one of Scandinavia’s largest, sits across the street and offers a wide selection of restaurants.
“Much of the research shaping AI’s future is being discussed here”
Two venues, a five-minute walk apart Malmö Arena hosted the main AI event, including keynote speeches and oral presentations, with seating for up to 15,000 attendees. Workshops, tutorials, poster sessions, and the exhibition took place at the adjacent Malmö Exhibition Centre, which provides 10,000 square metres of flexible space and a conference hall for up to 3,000 participants. Additional sessions were held at the Best Western Malmö Arena Hotel and the Quality Hotel View near the Hyllie railway station.
The AI congress operated fully paperless, with scheduling managed through the Cvent app and virtual platform. Keynotes, oral presentations, and spotlights were streamed for remote participants. Badge collection began the evening before the event to minimise morning queues. Lunch options were listed on the back of each badge, and attendees received reusable water bottles instead of disposable cups. The arena also provided childcare facilities, a mother’s room, and a quiet room.
The European Computer Vision Association (ECVA) organised the event, supported by approximately thirty researchers on the organising committee. Kalle Åström, Magnus Oskarsson, and Viktor Larsson from Lund University (founded in 1666) participated, and Nicole Finn from C to C Events served as event producer. Participant fees and sponsorships from companies such as Google, Meta, Apple, Amazon, ByteDance, Huawei, and Baidu provided funding.
“The interest has been enormous this year. The fact that we can bring together so many leading AI researchers in Malmö is fantastic, both for our university and for the Oresund Region,” says Kalle Åström, Professor of Mathematics at Lund University and one of the conference’s coordinators.
Growth that is pushing the format to its limits ECCV’s rapid growth demonstrates how quickly a scientific community can expand. Submissions increased from 2,439 in 2018 to 10,473 in Malmö in 2026, a fourfold rise over eight years involving more than 37,000 authors. Of these, 2,834 were accepted (27.1 per cent), with only 163 selected for oral presentation.
The local program featured over 90 workshops in the first two days and poster sessions in an exhibition format, with some sessions including more than 80 submissions in the same technical field. This scale made it essential to use both conference and exhibition venues.
The fee structure aligns with international standards for an A-ranked scientific congress: full registration is €714 for early birds and €927 at the standard rate, student registration is €390, workshop day passes are €222, and virtual participation is €155.
“The conclusion is hard to miss: the academic route remains the shortest path to major international events”
Content World models dominated the agenda, highlighting a thematic shift from AI that describes images to AI designed to understand and act in the physical world. The workshop program included tracks such as 3D Vision & Geometry, Embodied AI, Agents & World Models, autonomous driving, medical image analysis, generative and multimodal models, and trustworthy AI.
“For the past fifteen years, computer vision has driven modern AI development. The field is now merging with generative AI, robotics, and world models, which aim to understand and represent the physical world. Much of the research shaping AI’s future is being discussed here,” says Kalle Åström.
Yann LeCun’s keynote, World Models: Enabling the next AI revolution, delivered in the Arena Room, drew significant attention. The Turing Award winner and Executive Chairman of AMI Labs, which raised €914 million in March in Europe’s largest seed funding round, spent the session challenging prevailing industry narratives.
“If you train solely on text, no matter how well a model performs in maths and programming, it cannot reach human levels of intelligence,” Yann LeCun said. He explained that all public text online contains roughly the same amount of information as a four-year-old acquires through sight and touch in early childhood. He offered the following direct recommendation to the audience:
“If you really want to bring AI up to human level, you should stop researching Large Language Models (LLMs),” he said, adding that language models remain excellent at programming, maths, and text-based tasks.
Jamie Shotton, chief scientist at Wayve, delivered the third keynote. The program also included two panel discussions with distinctive titles: The Age of LLMs: Who Is the Researcher Now? and Can AI Build New Knowledge?
The Best Paper Award was presented to Heat Kernel Textures – the Geodesic Gaussians That Do Not Splat from Imperial College London, with honourable mentions for Poppy (Polarisation-Based Plug-and-Play Guidance for Enhancing Surface Normal Estimation) and LSRM (Large Sparse Reconstruction Model).
What Malmö takes away ECCV 2026 took place during Malmö’s busiest conference period in several years. In the city’s own conference calendar, the congress is listed as the autumn’s largest single event, followed by the 13th International Cable Supported Bridge Operators Conference (ICSBOC), Autonomy Exchange, Foodtech Forum, The Drop 2026, the 23rd European Conference on Multi-Agent Systems (EUMAS 2026), the Nordic Organic Food Fair, and the AI, Ethics, and Society Conference (AIES 2026), among others. Destinationssamverkan Malmö/Visit Malmö described this autumn, as early as last spring, as proof that the city brings together “everything from global industries to specialised networks.”
No economic impact assessment for ECCV 2026 has yet been published, but the host organisation emphasises the qualitative benefits. Lund University Vice-Chancellor Erik Renström notes that hosting the international research community strengthens Lund’s, Malmö’s, and Skåne County’s ability to attract researchers and foster collaborations.
This is the classic legacy argument, but in this case with unusually concrete substance. The conference was held in Malmö because three researchers from Lund served on the international committee, rather than through a bid campaign. Sponsors included the world’s largest technology companies. The program also featured research tracks that will influence robotics, autonomous vehicles, and medical image analysis in the years leading up to the next ECCV.
For a destination that has worked on a congress and conference strategy with its universities since 2017, the conclusion is hard to miss: the academic route remains the shortest path to major international events.
来源：Meetings International · meetingsinternational.com