Simon Jenni

Research Scientist

San Jose

I am a Research Scientist at Adobe Research. My research interests are in computer vision and deep learning, focusing on self-supervised learning methods for images and videos.

Previously, I was a Ph.D. student in the Computer Vision Group at the University of Bern, supervised by Paolo Favaro. I received my BSc degree in Computer Science in 2015 and my MSc degree in Computer Science in 2017, both at the University of Bern.

 

Publications

Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets

Dave, I., Heilbron, F., Shah, M., Jenni, S. (Oct. 29, 2024)

European Conference on Computer Vision (ECCV)

FineMatch: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction

Hua, H., Shi, J., Kafle, K., Jenni, S., Zhang, D., Collomosse, J., Cohen, S., Liu, J. (Oct. 1, 2024)

European Conference on Computer Vision (ECCV)

Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models

Kwon, G., Jenni, S., Li, D., Lee, J., Ye, J., Heilbron, F. (Jun. 19, 2024)

CVPR 2024

Building Vision-Language Models on Solid Foundations with Masked Distillation

Sameni, S., Kafle, K., Tan, H., Jenni, S. (Jun. 17, 2024)

CVPR 2024

No More Shortcuts: Realizing the Potential of Temporal Self-Supervision

Dave, I., Jenni, S., Shah, M. (Mar. 24, 2024)

AAAI Conference on Artificial Intelligence

DECORAIT: DECentralized Opt-in/out Registry for AI Training

Balan, K., Black, A., Jenni, S., Gilbert, A., Parsons, A., Collomosse, J. (Dec. 17, 2023)

Best paper award

European Conference on Computer Vision in Media Production (CVMP)

VADER: Video Alignment Differencing and Retrieval

Black, A., Jenni, S., Bui, T., Tanjim, M., Petrangeli, S., Sinha, R., Swaminathan, V. (Oct. 2, 2023)

International Conference on Computer Vision (ICCV)

Meta-Personalizing Vision-Language Models to Find Named Instances in Video

Yeh, C., Russell, B., Sivic, J., Heilbron, F., Jenni, S. (Jul. 17, 2023)

Computer Vision and Pattern Recognition (CVPR)

EKILA: Synthetic Media Provenance and Attribution for Generative Art

Balan, K., Agarwal, S., Jenni, S., Parsons, A., Gilbert, A., Collomosse, J. (Jun. 21, 2023)

CVPR Workshop on Media Forensics (CVPRW)

Audio-Visual Contrastive Learning with Temporal Self-Supervision

Jenni, S., Black, A., Collomosse, J., Collomosse, J. (Jan. 4, 2023)

AAAI Conference on Artificial Intelligence (AAAI)

VPN: Video Provenance Network for Robust Content Attribution

Black, A., Bui, T., Jenni, S., Swaminathan, V., Collomosse, J. (Dec. 6, 2021)

International Conference on Computer Vision in Media Production (CVMP)

Time-Equivariant Contrastive Video Representation Learning

Jenni, S., Jin, H. (Oct. 10, 2021)

International Conference on Computer Vision (ICCV)