9 citations · 28 across the 13 of their papers we have counts for
4 papers · 1 filter
Spatio-Temporal Crop Aggregation for Video Representation Learning
Sepehr Sameni, Simon Jenni, Paolo Favaro
We propose Spatio-temporal Crop Aggregation for video representation LEarning (SCALE), a novel method that enjoys high scalability at both training and inference time. Our model bu…
SImProv: Scalable Image Provenance Framework for Robust Content Attribution
Alexander Black, Tu Bui, Simon Jenni +3
We present SImProv - a scalable image provenance framework to match a query image back to a trusted database of originals and identify possible manipulations on the query. SImProv…
Video-ReTime: Learning Temporally Varying Speediness for Time Remapping
Simon Jenni, Markus Woodson, Fabian Caba Heilbron
We propose a method for generating a temporally remapped video that matches the desired target duration while maximally preserving natural video dynamics. Our approach trains a neu…
Representation Learning by Detecting Incorrect Location Embeddings
Sepehr Sameni, Simon Jenni, Paolo Favaro
In this paper, we introduce a novel self-supervised learning (SSL) loss for image representation learning. There is a growing belief that generalization in deep neural networks is…