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Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks
TLDR
The proposed ODIN method, based on the observation that using temperature scaling and adding small perturbations to the input can separate the softmax score distributions between in- and out-of-distribution images, allowing for more effective detection, consistently outperforms the baseline approach by a large margin.
Modeling and performance analysis of BitTorrent-like peer-to-peer networks
TLDR
This paper presents a simple fluid model and considers the built-in incentive mechanism of BitTorrent and its effect on network performance, and provides numerical results based on both simulations and real traces obtained from the Internet.
Analysis and design of an adaptive virtual queue (AVQ) algorithm for active queue management
TLDR
It is shown that AVQ can be implemented as a simple token bucket using only a few lines of code, and compared with several well-known AQM schemes such as RED, REM, PI controller and a non-adaptive virtual queue algorithm.
The Mathematics of Internet Congestion Control
TLDR
A Decentralized Solution Relationship to Current Internet Protocols and Global Stability for a Single Link and Single Flow Stochastic Models and Their Deterministic Limits Connection-level Models Real-Time Sources and Distributed Admission Control.
Fair scheduling in wireless packet networks
TLDR
An ideal wireless fair-scheduling algorithm which provides a packetized implementation of the fluid mode, while assuming full knowledge of the current channel conditions is described, and the worst-case throughput and delay bounds are derived.
Quantized Consensus
TLDR
This work describes simple randomized distributed algorithms which achieve consensus to the extent that the discrete nature of the problem permits.
A tutorial on cross-layer optimization in wireless networks
TLDR
It is shown that a clean-slate optimization-based approach to the multihop resource allocation problem naturally results in a "loosely coupled" cross-layer solution, and how to use imperfect scheduling in the cross- layer framework is demonstrated.
Modeling and performance analysis of BitTorrent-like peer-to-peer networks
TLDR
This paper presents a simple fluid model and considers the built-in incentive mechanism of BitTorrent and its effect on network performance, and provides numerical results based on both simulations and real traces obtained from the Internet.
CDMA Uplink Power Control as a Noncooperative Game
TLDR
A cost function is introduced as the difference between the pricing and utility functions, and the existence of a unique Nash equilibrium is established, and two update algorithms are shown to be globally stable under specific conditions.
TCP-Illinois: A loss- and delay-based congestion control algorithm for high-speed networks
TLDR
A new congestion control algorithm for high-speed networks, called TCP-Illinois, is introduced, which achieves high throughput, allocates the network resource fairly, and is incentive compatible with standard TCP.
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