Video & Image Sense Lab

We make sense of video and images with artificial and human intelligence. The lab studies computer vision, deep learning and cognitive science. We are based at the Informatics Institute of the University of Amsterdam.

The VIS Lab embeds four public-private AI labs. QUVA Lab with Qualcomm, Atlas Lab with TomTom, AIM Lab with the Inception Institute of Artificial Intelligence and POP-AART with the Netherlands Cancer Institute and Elekta Oncology Systems. Spin-off's from the lab include Kepler Vision Technologies and Ellogon.ai.

News

  • [2025-7] Congratulations to Yingjun Du for being awarded a ‘2024 Chinese Government Award for Outstanding Self-Financed Students Abroad’.
  • [2025-6] 5 papers accepted at ICCV.
  • [2025-6] Congratulations to Dr. Zehao Xiao for obtaining the doctorate degree.
  • [2025-5] 3 papers accepted at ICML.
  • [2025-2] 5 papers accepted at CVPR.
  • [2025-2] Congratulations to Dr. Phillip Lippe for obtaining the doctorate degree, cum laude.
  • [2025-1] 13 papers accepted at ICLR.
  • [2024-11] Congratulations to Dr. Yunhua Zhang for obtaining the doctorate degree.
  • [2024-10] Congratulations to former VIS-lab staff member Dr. Yuki Asano for being promoted to Full Professor at University of Technology Nuremberg.
  • [2024-9] 3 papers accepted at NeurIPS.
  • [2024-7] 7 papers accepted at ECCV.
  • [2024-6] CVPR-FGVC workshop best paper for Yunhua, Hazel and Cees.
  • [2024-5] Yunhua Zhang selected for CVPR Doctoral Consortium.
  • [2024-3] Congratulations to Dr. Artem Moskalev for obtaining the doctorate degree.
  • [2024-2] 5 papers accepted at CVPR.
  • [2024-1] 5 papers accepted at ICLR.
  • [2023-12] Congratulations to VIS-lab alumnus Dr. Zenglin Shi for being promoted to Full Professor at Hefei University of Technology.
  • [2023-12] Congratulations to Dr. Fida Thoker for obtaining the doctorate degree.
  • [2023-11] Piyush Bagad receives KHMW Thesis Prize.
  • [2023-11] Congratulations to Dr. Adeel Pervez for obtaining the doctorate degree.
  • [2023-9] Yuki Asano and Pascal Mettes recognized as outstanding reviewers for ICCV 2023.
  • [2023-9] 7 papers accepted at NeurIPS.
  • [2023-8] Hazel Doughty awarded NWO Veni Grant.
  • [2023-8] Tao Hu and Fida Thoker selected for ICCV Doctoral Consortium.
  • [2023-7] 8 papers accepted at ICCV.
  • [2023-7] Congratulations to Dr. Yunlu Chen, Dr. Tao Hu and Dr. Shuo Chen for obtaining the doctorate degree.

Old News

Recent Publications

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GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts

WACV 2025
Sameer Ambekar, Zehao Xiao, Xiantong Zhen, Cees G. M. Snoek
PDF Code Poster Slides
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts

IPO: Interpretable Prompt Optimization for Vision-Language Models

NeurIPS 2024
Yingjun Du, Wenfang Sun, Cees G. M. Snoek
PDF Code
IPO: Interpretable Prompt Optimization for Vision-Language Models

No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations

NeurIPS 2024
Walter Simoncini, Spyros Gidaris, Andrei Bursuc, Yuki M. Asano
PDF Code
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations

Space-time continuous pde forecasting using equivariant neural fields

NeurIPS 2024
David Knigge, David Wessels, Riccardo Valperga, Samuele Papa, Jan-Jakob Sonke, Efstratios Gavves, Erik J. Bekkers
PDF Code Project
Space-time continuous pde forecasting using equivariant neural fields

Enhancement of early proximal caries annotations in radiographs: introducing the Diagnostic Insights for Radiographic Early-caries with micro-CT (ACTA-DIRECT) dataset

BMC Oral Health 2024
Ricardo E. Gonzalez Valenzuela, Pascal Mettes, Bruno G. Loos, Henk Marquering, Erwin Berkhout
PDF
Enhancement of early proximal caries annotations in radiographs: introducing the Diagnostic Insights for Radiographic Early-caries with micro-CT (ACTA-DIRECT) dataset
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Topics

3D computer vision Action and behavior recognition action localization action recognition AI for Health Causal Representation Learning Continual Learning few-shot learning generative model Image retrieval low-shot Motion and tracking Multi-modal learning Recognition (object detection, categorization) Self-supervised learning semi- and un-supervised learning Transfer Transfer, low-shot, semi- and un-supervised learning Video analysis and understanding Visual reasoning and logical representation

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