Suchergebnisse - Lossy coding for computing
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Lossy Computing with Side Information via Multi-Hypergraphs
Veröffentlicht: IEEE 01.11.2022Veröffentlicht in 2022 IEEE Information Theory Workshop (ITW) (01.11.2022)“… We consider a problem of coding for computing, where the decoder wishes to estimate a function of its local message and the source message at the encoder within a given distortion …”
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Robust coding for lossy computing with receiver-side observation costs
ISBN: 1457705966, 9781457705960ISSN: 2157-8095Veröffentlicht: IEEE 01.07.2011Veröffentlicht in 2011 IEEE International Symposium on Information Theory Proceedings (01.07.2011)“… 1 An encoder wishes to minimize the bit rate necessary to guarantee that a decoder is able to calculate a symbol-wise function of a sequence available only at …”
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Robust Coding for Lossy Computing with Receiver-Side Observation Costs
ISSN: 2331-8422Veröffentlicht: Ithaca Cornell University Library, arXiv.org 18.04.2012Veröffentlicht in arXiv.org (18.04.2012)“… An encoder wishes to minimize the bit rate necessary to guarantee that a decoder is able to calculate a symbolwise function of a sequence available only at the …”
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Robust Coding for Lossy Computing with Observation Costs
ISSN: 2331-8422Veröffentlicht: Ithaca Cornell University Library, arXiv.org 16.04.2012Veröffentlicht in arXiv.org (16.04.2012)“… An encoder wishes to minimize the bit rate necessary to guarantee that a decoder is able to calculate a symbol-wise function of a sequence available only at …”
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Adaptive Joint Lossy Source-Channel Coding for Multihop IoT Networks
ISSN: 1530-8669, 1530-8677Veröffentlicht: Cairo, Egypt Hindawi Publishing Corporation 2020Veröffentlicht in Wireless communications and mobile computing (2020)“… Specifically, we consider an adaptive joint lossy source-channel coding (JLSCC) system, where the energy efficiency and reliability performances …”
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Computing the optimal error exponential function for fixed-length lossy coding in discrete memoryless sources
ISSN: 2331-8422Veröffentlicht: Ithaca Cornell University Library, arXiv.org 23.04.2023Veröffentlicht in arXiv.org (23.04.2023)“… \). Arimoto's algorithm for computing the error exponent in lossy source coding is based on Blahut's parametric representation of the error exponent …”
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Algorithm Families for Computing Information-Theoretic Forms of Strong Converse Exponents in Channel Coding and Lossy Source Coding
ISSN: 2331-8422Veröffentlicht: Ithaca Cornell University Library, arXiv.org 04.11.2022Veröffentlicht in arXiv.org (04.11.2022)“… The error exponent of a discrete memoryless channel is expressed in two forms. One is Gallager's expression with a positive slope parameter and the other is …”
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Flexible Lossy Compression for Selective Encrypted Image With Image Inpainting
ISSN: 1051-8215, 1558-2205Veröffentlicht: New York IEEE 01.11.2019Veröffentlicht in IEEE transactions on circuits and systems for video technology (01.11.2019)“… In this paper, a novel lossy compression scheme for encrypted image based on image inpainting is proposed …”
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TAC+: Optimizing Error-Bounded Lossy Compression for 3D AMR Simulations
ISSN: 1045-9219, 1558-2183Veröffentlicht: New York IEEE 01.03.2024Veröffentlicht in IEEE transactions on parallel and distributed systems (01.03.2024)“… Error-bounded lossy compression has been considered one of the most effective solutions to the above problem …”
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JPEG-ACT: Accelerating Deep Learning via Transform-based Lossy Compression
Veröffentlicht: IEEE 01.05.2020Veröffentlicht in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)“… We propose JPEG for ACTivations (JPEGACT), a lossy activation offload accelerator for training CNNs that works by discarding redundant spatial information …”
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Network Coding Approaches for Distributed Computation over Lossy Wireless Networks
ISSN: 1099-4300, 1099-4300Veröffentlicht: Switzerland MDPI AG 27.02.2023Veröffentlicht in Entropy (Basel, Switzerland) (27.02.2023)“… In wireless distributed computing systems, worker nodes connect to a master node wirelessly and perform large-scale computational tasks that are parallelized across …”
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TopoSZ: Preserving Topology in Error-Bounded Lossy Compression
ISSN: 1077-2626, 1941-0506, 1941-0506Veröffentlicht: United States IEEE 01.01.2024Veröffentlicht in IEEE transactions on visualization and computer graphics (01.01.2024)“… Existing error-bounded lossy compression techniques control the pointwise error during compression to guarantee the integrity of the decompressed data …”
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High-Throughput Lossy-to-Lossless 3D Image Compression
ISSN: 0278-0062, 1558-254X, 1558-254XVeröffentlicht: United States IEEE 01.02.2021Veröffentlicht in IEEE transactions on medical imaging (01.02.2021)“… Although the effective bandwidth could, principally, be increased by lossy-to-lossless data compression, this is of limited value in practice due to the high computational demand of current schemes …”
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A new lossy compression algorithm for wireless sensor networks using Bayesian predictive coding
ISSN: 1022-0038, 1572-8196Veröffentlicht: New York Springer US 01.11.2020Veröffentlicht in Wireless networks (01.11.2020)“… They are less efficient when there are abnormal and faulty measurements or missing data. This paper proposes a new lossy compression approach using the Bayesian predictive coding (BPC …”
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A Novel Encryption-Then-Lossy-Compression Scheme of Color Images Using Customized Residual Dense Spatial Network
ISSN: 1520-9210, 1941-0077Veröffentlicht: Piscataway IEEE 2023Veröffentlicht in IEEE transactions on multimedia (2023)“… In this paper we present a novel deep-learning-based approach to encryption-then-lossy-compression (ETC …”
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Lossy Compression for Compute-and-Forward in Limited Backhaul Uplink Multicell Processing
ISSN: 0090-6778, 1558-0857Veröffentlicht: New York IEEE 01.12.2016Veröffentlicht in IEEE transactions on communications (01.12.2016)“… ) via error-free rate-limited backhaul links. We propose two lattice-based coding schemes …”
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Computation of the Optimal Error Exponent Function for Fixed-Length Lossy Source Coding in Discrete Memoryless Sources
ISSN: 0018-9448, 1557-9654Veröffentlicht: IEEE 01.05.2025Veröffentlicht in IEEE transactions on information theory (01.05.2025)“… Marton's optimal error exponent for the lossy source coding problem is defined as a non-convex optimization problem …”
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Bandwidth-Satisfied Multicast by Multiple Trees and Network Coding in Lossy MANETs
ISSN: 1932-8184, 1937-9234Veröffentlicht: New York IEEE 01.06.2017Veröffentlicht in IEEE systems journal (01.06.2017)“… ) to enhance reliability. In this paper, a multicast routing protocol that constructs multiple multicast trees and employs network coding is proposed for lossy MANETs, where each multicast tree can satisfy a predefined …”
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Sphinx: A transport protocol for high-speed and lossy mobile networks
ISSN: 1389-1286, 1872-7069Veröffentlicht: Amsterdam Elsevier B.V 04.08.2021Veröffentlicht in Computer networks (Amsterdam, Netherlands : 1999) (04.08.2021)“… Modern mobile wireless networks have been demonstrated to be high-speed but lossy, while mobile applications have more strict requirements including reliability, low latency, goodput guarantee …”
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Exploring Approximate Communication Using Lossy Bitwise Compression on Interconnection Networks
ISSN: 2169-3536, 2169-3536Veröffentlicht: Piscataway IEEE 01.01.2023Veröffentlicht in IEEE access (01.01.2023)“… Specifically, we focus on lossy compression of floating-point data, which is frequently exchanged between compute nodes in parallel applications …”
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