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TACTIC: Joint Rate-Distortion-Accuracy Optimisation for Low Bitrate Compression
[article]
2021
arXiv
pre-print
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We present TACTIC: Task-Aware Compression Through Intelligent Coding. Our lossy compression model learns based on the rate-distortion-accuracy trade-off for a specific task. ...
By considering what information is important for the follow-on problem, the system trades off visual fidelity for good task performance at a low bitrate. ...
Rate-distortion-accuracy trade-off (TACTIC)
Figure 2 : 2 Accuracy vs bitrate curves for TACTIC and models trained with JPEG-compressed data. sum of both; γ was used as a scale factor on the Dice loss ...
arXiv:2109.10658v1
fatcat:bj3i2pp6wfedpbtbj4e2w4jy7u
On the Energy Efficiency of Physical Topology Design for IP over WDM Networks
2012
Journal of Lightwave Technology
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I contributed these two parts: energy efficient data compression in optical networks and energy efficient topology design considering embodied energy in optical networks. ...
This paper includes three parts: energy efficient peer-to-peer networks, energy efficient data compression in optical networks and energy efficient topology design considering embodied energy in optical ...
At the transmitter side, the serial-to-parallel (S/P) module converts the incoming high-bitrate data stream to low-bit-rate parallel blocks of symbols. ...
doi:10.1109/jlt.2012.2186557
fatcat:qao52hoconhlxmvvgyabeofqxa
Program
2021
2021 National Conference on Communications (NCC)
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His current research interests include codes for distributed storage, low-latency communication and lowcorrelation sequences. ...
Streaming codes are relevant to the 5G objective of achieving ultra-reliable, low-latency communication (URLLC) and address the need for an error-correction scheme at the packet level, that ensures reliability ...
for frame compression. ...
doi:10.1109/ncc52529.2021.9530194
fatcat:ahdw5ezvtrh4nb47l2qeos3dwq
Affective Brain-Computer Interfaces
[chapter]
2015
The Oxford Handbook of Affective Computing
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Furthermore, similar advancements are being made for more cognitive mental states, for example, attention, fatigue, and work load, which strongly interact with affective states. ...
We are grateful to the organizers of ACII for accepting our workshop proposal. ...
Visitors can ask the Guide for information using spoken or typed language as input, in combination with mouse clicks on a map of the environment (see Figure 4 ). ...
doi:10.1093/oxfordhb/9780199942237.013.024
fatcat:oia3yvk7hbf7ta6magl6bzjx6u
Acoustic source identification in an enclosed space using the inverse phased beam tracing at medium frequencies
2008
Journal of the Acoustical Society of America
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. • Users may download and print one copy of any publication from the public portal for the purpose of private study or research. • You may not further distribute the material or use it for any profit-making ...
A validation is presented of low level output intelligibility measurements in an attempt to establish a point of reference for the verification of data accuracy for a given space. ...
In the present work, the effect of nonlinear propagation distortion on helicopter noise is demonstrated based on measured data for low-speed descent and numerical calculations that predict the noise level ...
doi:10.1121/1.2933749
fatcat:xiro7xkminfl5o3psp2ejziawq
ICDT 2011 Committee ICDT Steering Committee ICDT 2011 Tecnical Program Committee
ICDT 2011 The Sixth International Conference on Digital Telecommunications Foreword The Sixth International Conference on Digital Telecommunications
unpublished
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We are grateful to the members of the ICDT 2011 organizing committee for their help in handling the logistics and for their work to make this professional meeting a success. ...
We hope that ICDT 2011 was a successful international forum for the exchange of ideas and results between academia and industry and for the promotion of progress in the field of digital communications. ...
The authors would like to thank Victor Kardeby, Stefan Forsström, Enrico Saviolli for their feedback and contribution. ...
fatcat:57enjtbxa5fjlfuso2taj4ctcu
Communication and cooperation in evolutionary biology
[article]
2020
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These criticisms lend support to scepticism about the relevance of information for evolutionary biology. ...
It is common in the philosophy of biology to treat the concepts and tools of communication theory as insufficient or irrelevant for analysing semantic [...] ...
For example, truly cooperative signals that are not threatened by defection should be optimised for low energy expenditure. ...
doi:10.25911/z5r0-y259
fatcat:hi2hvq4u6zeetjw6bam54ruxve