From the 1 of 47 linked papers with an AI index.
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Learning a Complete Image Indexing Pipeline
Himalaya Jain, Joaquin Zepeda, Patrick Pérez +1
To work at scale, a complete image indexing system comprises two components: An inverted file index to restrict the actual search to only a subset that should contain most of the i…
Self-supervised Multi-level Face Model Learning for Monocular Reconstruction at over 250 Hz
Ayush Tewari, Michael Zollhöfer, Pablo Garrido +4
The reconstruction of dense 3D models of face geometry and appearance from a single image is highly challenging and ill-posed. To constrain the problem, many approaches rely on str…
Adversarial Frontier Stitching for Remote Neural Network Watermarking
Erwan Le Merrer, Patrick Perez, Gilles Trédan
The state of the art performance of deep learning models comes at a high cost for companies and institutions, due to the tedious data collection and the heavy processing requiremen…
Audio style transfer
Eric Grinstein, Ngoc Duong, Alexey Ozerov +1
'Style transfer' among images has recently emerged as a very active research topic, fuelled by the power of convolution neural networks (CNNs), and has become fast a very popular t…
SUBIC: A supervised, structured binary code for image search
Himalaya Jain, Joaquin Zepeda, Patrick Pérez +1
For large-scale visual search, highly compressed yet meaningful representations of images are essential. Structured vector quantizers based on product quantization and its variants…
Structured sampling and fast reconstruction of smooth graph signals
Gilles Puy, Patrick Pérez
This work concerns sampling of smooth signals on arbitrary graphs. We first study a structured sampling strategy for such smooth graph signals that consists of a random selection o…