Nokia

∙ Boulogne-Billancourt , France ∙ 0 followers

Alcatel Lucent SA is a provider of Internet protocol (IP) networking, ultra-broadband access and cloud technology solutions. The Company operates through two segments for the networks business. The Ultra Broadband Networks segment consists of Mobile Ne...

L^2C – Learning to Learn to Compress

In this paper we present an end-to-end meta-learned system for image com...
07/31/2020 ∙ by Nannan Zou, et al. ∙ 8 ∙ share

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End-to-End Learning for Video Frame Compression with Self-Attention

One of the core components of conventional (i.e., non-learned) video cod...
04/20/2020 ∙ by Nannan Zou, et al. ∙ 7 ∙ share

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Experimental Comparison of Semi-parametric, Parametric, and Machine Learning Models for Time-to-Event Analysis Through the Concordance Index

In this paper, we make an experimental comparison of semi-parametric (Co...
03/13/2020 ∙ by Camila Fernandez, et al. ∙ 5 ∙ share

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Depth from Small Motion using Rank-1 Initialization

Depth from Small Motion (DfSM) (Ha et al., 2016) is particularly interes...
07/09/2019 ∙ by Peter O. Fasogbon, et al. ∙ 3 ∙ share

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Joint Coding and Scheduling Optimization in Wireless Systems with Varying Delay Sensitivities

Throughput and per-packet delay can present strong trade-offs that are i...
02/03/2012 ∙ by Weifei Zeng, et al. ∙ 0 ∙ share

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Happy Travelers Take Big Pictures: A Psychological Study with Machine Learning and Big Data

In psychology, theory-driven researches are usually conducted with exten...
09/22/2017 ∙ by Xuefeng Liang, et al. ∙ 0 ∙ share

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Video Ladder Networks

We present the Video Ladder Network (VLN) for efficiently generating fut...
12/06/2016 ∙ by Francesco Cricri, et al. ∙ 0 ∙ share

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A coarse-to-fine algorithm for registration in 3D street-view cross-source point clouds

With the development of numerous 3D sensing technologies, object registr...
10/24/2016 ∙ by Xiaoshui Huang, et al. ∙ 0 ∙ share

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Modifying iterated Laplace approximations

In this paper, several modifications are introduced to the functional ap...
09/22/2015 ∙ by Tiep Mai, et al. ∙ 0 ∙ share

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A Systematic Approach for Cross-source Point Cloud Registration by Preserving Macro and Micro Structures

We propose a systematic approach for registering cross-source point clou...
08/18/2016 ∙ by Xiaoshui Huang, et al. ∙ 0 ∙ share

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Clustering with Multi-Layer Graphs: A Spectral Perspective

Observational data usually comes with a multimodal nature, which means t...
06/11/2011 ∙ by Xiaowen Dong, et al. ∙ 0 ∙ share

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Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels

Computer vision algorithms with pixel-wise labeling tasks, such as seman...
12/27/2017 ∙ by Caglar Aytekin, et al. ∙ 0 ∙ share

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Budget Allocation in Binary Opinion Dynamics

In this article we study the allocation of a budget to promote an opinio...
11/22/2017 ∙ by Susana Rey, et al. ∙ 0 ∙ share

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Evolution of Social Power for Opinion Dynamics Networks

This article studies the evolution of opinions and interpersonal influen...
11/17/2017 ∙ by Susana Rey, et al. ∙ 0 ∙ share

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High Reliability and Low Latency for Vehicular Networks: Challenges and Solutions

In recent years, wireless networks are undergoing the paradigm transform...
12/02/2017 ∙ by Haojun Yang, et al. ∙ 0 ∙ share

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Energy Efficiency of Multi-user Multi-antenna Random Cellular Networks with Minimum Distance Constraints

Compared with conventional regular hexagonal cellular models, random cel...
10/31/2017 ∙ by Xiaohu Ge, et al. ∙ 0 ∙ share

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What is the Optimal Network Deployment for a Fixed Density of Antennas?

In this paper, we answer a fundamental question: when the total number o...
10/25/2017 ∙ by Xuefeng Yao, et al. ∙ 0 ∙ share

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On the Fundamental Characteristics of Ultra-Dense Small Cell Networks

In order to cope with the forecasted 1000x increase in wireless capacity...
10/15/2017 ∙ by Ming Ding, et al. ∙ 0 ∙ share

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Coexistence of 5G mmWave Users with Incumbent Fixed Stations over 70 and 80 GHz

Millimeter wave spectrum access over the 70GHz and 80GHz is central to u...
01/16/2018 ∙ by Ghaith Hattab, et al. ∙ 0 ∙ share

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Promises and Caveats of Uplink IoT Ultra-Dense Networks

In this paper, by means of simulations, we evaluate the uplink (UL) perf...
01/20/2018 ∙ by Ming Ding, et al. ∙ 0 ∙ share

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A Theoretical Investigation of Graph Degree as an Unsupervised Normality Measure

For a graph representation of a dataset, a straightforward normality mea...
01/24/2018 ∙ by Caglar Aytekin, et al. ∙ 0 ∙ share

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A Statistical Approach for RF Exposure Compliance Boundary Assessment in Massive MIMO Systems

Massive multiple-input multiple-output (MIMO) is a fundamental enabler t...
01/25/2018 ∙ by Paolo Baracca, et al. ∙ 0 ∙ share

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Clustering and Unsupervised Anomaly Detection with L2 Normalized Deep Auto-Encoder Representations

Clustering is essential to many tasks in pattern recognition and compute...
02/01/2018 ∙ by Caglar Aytekin, et al. ∙ 0 ∙ share

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DeepQoE: A unified Framework for Learning to Predict Video QoE

Motivated by the prowess of deep learning (DL) based techniques in predi...
04/10/2018 ∙ by Huaizheng Zhang, et al. ∙ 0 ∙ share

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The New Urban Success: How Culture Pays

Urban economists have put forward the idea that cities that are cultural...
04/11/2018 ∙ by Desislava Hristova, et al. ∙ 0 ∙ share

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A Deterministic Distributed Algorithm for Exact Weighted All-Pairs Shortest Paths in Õ(n^3/2) Rounds

We present a deterministic distributed algorithm to compute all-pairs sh...
04/15/2018 ∙ by Udit Agarwal, et al. ∙ 0 ∙ share

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Hearts and Politics: Metrics for Tracking Biorhythm Changes during Brexit and Trump

Our internal experience of time reflects what is going in the world arou...
04/18/2018 ∙ by Luca Maria Aiello, et al. ∙ 0 ∙ share

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Learning Software Constraints via Installation Attempts

Modern software systems are expected to be secure and contain all the la...
04/24/2018 ∙ by Ran Ben Basat, et al. ∙ 0 ∙ share

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Multi-version Coding with Side Information

In applications of storage systems to modern key-value stores, the store...
05/11/2018 ∙ by Ramy E. Ali, et al. ∙ 0 ∙ share

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Distributed Algorithms for Directed Betweenness Centrality and All Pairs Shortest Paths

The betweenness centrality (BC) of a node in a network (or graph) is a m...
05/21/2018 ∙ by Matteo Pontecorvi, et al. ∙ 0 ∙ share

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Joint String Complexity for Markov Sources: Small Data Matters

String complexity is defined as the cardinality of a set of all distinct...
05/23/2018 ∙ by Philippe Jacquet, et al. ∙ 0 ∙ share

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Intelligent Trainer for Model-Based Reinforcement Learning

Model-based deep reinforcement learning (DRL) algorithm uses the sampled...
05/24/2018 ∙ by Yuanlong Li, et al. ∙ 0 ∙ share

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Block-optimized Variable Bit Rate Neural Image Compression

In this work, we propose an end-to-end block-based auto-encoder system f...
05/28/2018 ∙ by Caglar Aytekin, et al. ∙ 0 ∙ share

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Multi-User Preemptive Scheduling for Critical Low Latency Communications in 5G Networks

5G new radio is envisioned to support three major service classes: enhan...
06/10/2018 ∙ by Ali A. Esswie, et al. ∙ 0 ∙ share

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K--User Interference Channel with Backhaul Cooperation: DoF vs. Backhaul Load Trade--Off

In this paper, we consider multiple-antenna K-user interference channels...
07/23/2018 ∙ by Borna Kananian, et al. ∙ 0 ∙ share

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Efficient Measurement on Programmable SwitchesUsing Probabilistic Recirculation

Programmable network switches promise flexibility and high throughput, e...
08/10/2018 ∙ by Ran Ben Basat, et al. ∙ 0 ∙ share

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Cloud-Based Approximate Constrained Shortest Distance Queries Over Encrypted Graphs With Privacy Protection

Constrained shortest distance (CSD) querying is one of the fundamental g...
09/21/2018 ∙ by Meng Shen, et al. ∙ 0 ∙ share

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IriTrack: Liveness Detection Using Irises Tracking for Preventing Face Spoofing Attacks

Face liveness detection has become a widely used technique with a growin...
10/08/2018 ∙ by Meng Shen, et al. ∙ 0 ∙ share

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Nonlinearity Mitigation in WDM Systems: Models, Strategies, and Achievable Rates

After reviewing models and mitigation strategies for interchannel nonlin...
11/21/2018 ∙ by Marco Secondini, et al. ∙ 0 ∙ share

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System Design Considerations For Internet Of Things (IoT) With Category-M Devices In LTE Networks

Successful network deployment of the Internet of Things (IoT) requires m...
02/01/2019 ∙ by Gurudutt Hosangadi, et al. ∙ 0 ∙ share

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Generalized Fast-Convolution-based Filtered-OFDM: Techniques and Application to 5G New Radio

This paper proposes a generalized model and methods for fast-convolution...
03/06/2019 ∙ by Juha Yli-Kaakinen, et al. ∙ 0 ∙ share

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Uplink Grant-Free Random Access Solutions for URLLC services in 5G New Radio

The newly introduced ultra-reliable low latency communication service cl...
04/11/2019 ∙ by Nurul Huda Mahmood, et al. ∙ 0 ∙ share

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Resolving Tensions between Congestion Control Scaling Requirements

Low Latency, Low Loss Scalable throughput (L4S) is being proposed as the...
04/16/2019 ∙ by Bob Briscoe, et al. ∙ 0 ∙ share

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Compressing Weight-updates for Image Artifacts Removal Neural Networks

In this paper, we present a novel approach for fine-tuning a decoder-sid...
05/10/2019 ∙ by Yat Hong Lam, et al. ∙ 0 ∙ share

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A Compression Objective and a Cycle Loss for Neural Image Compression

In this manuscript we propose two objective terms for neural image compr...
05/24/2019 ∙ by Caglar Aytekin, et al. ∙ 0 ∙ share

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Path Planning Problems with Side Observations-When Colonels Play Hide-and-Seek

Resource allocation games such as the famous Colonel Blotto (CB) and Hid...
11/19/2019 ∙ by Dong Quan Vu, et al. ∙ 0 ∙ share

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Risk-Sensitive Task Fetching and Offloading for Vehicular Edge Computing

This letter studies an ultra-reliable low latency communication problem ...
12/17/2019 ∙ by Sadeep Batewela, et al. ∙ 0 ∙ share

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Full-Duplex Radios for Edge Caching

This chapter focuses on the performance enhancement brought by the addit...
04/08/2020 ∙ by Italo Atzeni, et al. ∙ 0 ∙ share

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MLModelCI: An Automatic Cloud Platform for Efficient MLaaS

MLModelCI provides multimedia researchers and developers with a one-stop...
06/09/2020 ∙ by Huaizheng Zhang, et al. ∙ 0 ∙ share

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Efficient Adaptation of Neural Network Filter for Video Compression

We present an efficient finetuning methodology for neural-network filter...
07/28/2020 ∙ by Yat Hong Lam, et al. ∙ 0 ∙ share

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