Olivier Déforges | DeepAI

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∙ 07/19/2023

NTIRE 2023 Quality Assessment of Video Enhancement Challenge

This paper reports on the NTIRE 2023 Quality Assessment of Video Enhance...

0 Xiaohong Liu, et al. ∙

∙ 06/05/2022

Federated Adversarial Training with Transformers

Federated learning (FL) has emerged to enable global model training over...

8 Ahmed Aldahdooh, et al. ∙

∙ 02/01/2022

CAESR: Conditional Autoencoder and Super-Resolution for Learned Spatial Scalability

In this paper, we present CAESR, an hybrid learning-based coding approac...

0 Charles Bonnineau, et al. ∙

∙ 06/07/2021

Reveal of Vision Transformers Robustness against Adversarial Attacks

Attention-based networks have achieved state-of-the-art performance in m...

0 Ahmed Aldahdooh, et al. ∙

∙ 05/24/2021

SHD360: A Benchmark Dataset for Salient Human Detection in 360° Videos

Salient human detection (SHD) in dynamic 360 immersive videos is of grea...

7 Yi Zhang, et al. ∙

∙ 05/03/2021

CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object Detection

In the past few years, numerous deep learning methods have been proposed...

0 Yi Zhang, et al. ∙

∙ 05/01/2021

Adversarial Example Detection for DNN Models: A Review

Deep Learning (DL) has shown great success in many human-related tasks, ...

0 Ahmed Aldahdooh, et al. ∙

∙ 04/28/2021

Learning Synergistic Attention for Light Field Salient Object Detection

We propose a novel Synergistic Attention Network (SA-Net) to address the...

9 Yi Zhang, et al. ∙

∙ 04/19/2021

Conditional Coding and Variable Bitrate for Practical Learned Video Coding

This paper introduces a practical learned video codec. Conditional codin...

0 Théo Ladune, et al. ∙

∙ 04/16/2021

Multitask Learning for VVC Quality Enhancement and Super-Resolution

The latest video coding standard, called versatile video coding (VVC), i...

0 Charles Bonnineau, et al. ∙

∙ 03/09/2021

Selective and Features based Adversarial Example Detection

Security-sensitive applications that relay on Deep Neural Networks (DNNs...

0 Ahmed Aldahdooh, et al. ∙

∙ 03/06/2021

Selective Encryption of the Versatile Video Coding Standard

Versatile video coding (VVC) is the next generation video coding standar...

0 Guillaume Gautier, et al. ∙

∙ 08/06/2020

Optical Flow and Mode Selection for Learning-based Video Coding

This paper introduces a new method for inter-frame coding based on two c...

0 Théo Ladune, et al. ∙

∙ 07/06/2020

ModeNet: Mode Selection Network For Learned Video Coding

In this paper, a mode selection network (ModeNet) is proposed to enhance...

0 Théo Ladune, et al. ∙

∙ 02/21/2020

Binary Probability Model for Learning Based Image Compression

In this paper, we propose to enhance learned image compression systems w...

0 Théo Ladune, et al. ∙

∙ 01/22/2020

A Fixation-based 360° Benchmark Dataset for Salient Object Detection

Fixation prediction (FP) in panoramic contents has been widely investiga...

0 Yi Zhang, et al. ∙

∙ 11/16/2019

Quality Assessment of DIBR-synthesized views: An Overview

The Depth-Image-Based-Rendering (DIBR) is one of the main fundamental te...

0 Shishun Tian, et al. ∙

∙ 06/01/2019

Perceptual Evaluation of Adversarial Attacks for CNN-based Image Classification

Deep neural networks (DNNs) have recently achieved state-of-the-art perf...

0 Sid Ahmed Fezza, et al. ∙

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