We propose a new method for learning image attention masks in semi-supervised setting based on the Information Bottleneck principle. Provided with set of labeled images, mask generation model is minimizing mutual information between input and masked while maximizing same label. In contrast other approaches, our produces Boolean rather than continuous mask, entirely concealing masked-out pixels....

This work considers a layered coding approach for efficient transmission of data over wireless block fading channel without transmitter state information (CSI), which is connected to limited capacity reliable link, known as the bottleneck channel. Two main approaches are considered, first an oblivious approach, where sampled noisy observations compressed and transmitted having any knowledge ori...

Teknologi TCP end-to-end congestion control hanya menangani kemacetan jaringan dari suatu host tetapi tidak pada atau intermediate network, oleh karena itu teknologi Active Queue Management (AQM) dikembangkan untuk mengantisipasi didalam yaitu router. AQM dapat mengatasi buffer overflow router dan mencegah terjadinya masalah sinkronisasi yang padat, dengan mendeteksi sebelum terjadi jaringan. R...

Recent years, many researches attempt to open the black box of deep neural networks and propose a various theories understand it. Among them, information bottleneck (IB) theory claims that there are two distinct phases consisting fitting phase compression in course training. This statement attracts attentions since its success explaining inner behavior feedforward networks. In this paper, we em...

the product rate variation problem minimizes the variation in the rate at which different models of a common base product are produced on the assembly lines with the assumption of negligible switch-over cost and unit processing time for each copy of each model. the assumption of significant setup and arbitrary processing times forces the problem to be a two phase problem. the first phase determ...

On the basis of analyzing the relationship between the equipment system and spare parts inventory, this paper proposes two-level equipment and spare parts system management based on the Theory of Constraints. From the system point of view and according to the Theory of Constraints, the manufacturing organization identifies bottleneck equipments in equipment system and makes the bottleneck equip...

When two stimuli are to be processed in rapid succession, reaction time (RT) to the second stimulus is delayed. The slowing of RT has been attributed to a single processing bottleneck at response selection (RS) or to a central bottleneck following the initiation of the first response. The hypothesis of a response initiation bottleneck is mainly based on reports of underadditive interactions bet...

The black-footed ferret (Mustela nigripes) is an endangered North American carnivore that underwent a well-documented population bottleneck in the mid-1980s. To better understand the effects of a bottleneck on a free-ranging carnivore population, we used 24 microsatellite loci to compare genetic diversity before versus during the bottleneck, and compare the last wild population to two historica...

Bottleneck autoencoders have been actively researched as a solution to image compression tasks. However, we observed that bottleneck autoencoders produce subjectively low quality reconstructed images. In this work, we explore the ability of sparse coding to improve reconstructed image quality for the same degree of compression. We observe that sparse image compression produces visually superior...