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DeepFool: a simple and accurate method to fool deep neural networks
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard
State-of-the-art deep neural networks have achieved impressive results on many image classification tasks. However, these same architectures have been shown to be unstable to small…
In-Network View Synthesis for Interactive Multiview Video Systems
Laura Toni, Gene Cheung, Pascal Frossard
To enable Interactive multiview video systems with a minimum view-switching delay, multiple camera views are sent to the users, which are used as reference images to synthesize add…
Manitest: Are classifiers really invariant?
Alhussein Fawzi, Pascal Frossard
Invariance to geometric transformations is a highly desirable property of automatic classifiers in many image recognition tasks. Nevertheless, it is unclear to which extent state-o…
Optimal Layered Representation for Adaptive Interactive Multiview Video Streaming
Ana De Abreu, Laura Toni, Nikolaos Thomos +3
We consider an interactive multiview video streaming (IMVS) system where clients select their preferred viewpoint in a given navigation window. To provide high quality IMVS, many h…
Graph-based compression of dynamic 3D point cloud sequences
Dorina Thanou, Philip A. Chou, Pascal Frossard
This paper addresses the problem of compression of 3D point cloud sequences that are characterized by moving 3D positions and color attributes. As temporally successive point cloud…
Improved Utility-based Congestion Control for Delay-Constrained Communication
Stefano D'Aronco, Laura Toni, Sergio Mena +2
Due to the presence of buffers in the inner network nodes, each congestion event leads to buffer queueing and thus to an increasing end-to-end delay. In the case of delay sensitive…