Explore tweets tagged as #SplitComputing
I am excited to announce that our newest paper "I-Split: Deep Network Interpretability for Split Computing" has been accepted at #ICPR2022! ๐ฅณ. #deepneuralnetworks #splitcomputing #embeddedsystems
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Happy to announce that our paper "I-Split: Deep Network Interpretability for Split Computing" has been accepted at #ICPR2022! ๐ฅณ .More information below ๐งต. #deepneuralnetworks #splitcomputing #embeddedsystems
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Starting March in the best way possible! ๐ฅณ.Very excited to share that I had two papers accepted at #DDECS2023! ๐ฅ. Very cool topics, including #SplitComputing and #BinaryGraphs! ๐.I will post details about each project soon โบ๏ธ. #deeplearning #embeddedsystems #formalmethods
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A good summary of 6G Candidate Technologies from Samsung - via @6Gtraining . #Free5Gtraining #Free6Gtraining #6G #5G #B5G #Samsung #Terahertz #THz #Antennas #FullDuplex #NetworkTopology #SpectrumSharing #AI #SplitComputing #HighPrecisionNetwork
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๐งฑ We added another brick to our research on #DistributedDeepLearning through Split Computing!. ๐ฅ I'm pleased that our recent paper, "Enhancing #SplitComputing and #EarlyExit Applications through Predefined #Sparsity", in collaboration with @UNC, has been accepted to #FLD2024!
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Free 6G Training: 6G Native Extensions for XR Technologies (6G NeXt) - #Free6Gtraining #6G #5G #B5G #3G4G5G #Germany #6GNext #XR #ExtendedReality #SplitComputing #CloudNative #HolographicCommunication #HOLOCOM #IntelligentDrones #3Dvideo
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#NetworkSecurity: #6G, The Next Hyper #Connected Experience For All (PDF) - @Samsung.๐.#CyberSecurity #Technology.#MobileCommunications.#URLLC #SplitComputing.#TerahertzTechnology.#InfoSec #DigitalReplica.#HighPrecisionNetworks.#MobileNetworks #Tech
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2/4.๐ Specifically, this is a curated collection of cutting-edge research, tools, and frameworks focused onย #SplitComputing and #EarlyExit, the emerging paradigm that brings learning models closer to the edge by distributing workloads between devices and the cloud.
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I-SPLIT: Deep Network Interpretability for Split Computing.by Federico Cunico et al. including @l_capogrosso.#NeuralNetwork #Neurons.
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"I-SPLIT: Deep Network Interpretability for Split Computing" is now available on arXiv! ๐. Check out our work: ๐. #deepneuralnetworks #splitcomputing.
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1๏ธโฃ We introduce a novel approach by combining the concept of predefined #sparsity with #SplitComputing and #EarlyExit. 2๏ธโฃ Specifically, we show how predefined sparsity significantly reduces the computational, storage, and energy burdens during the training and inference phases.
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I'm super happy that our paper, "Learning-Enabled CPS for Edge-Cloud Computing", in collaboration with @UNC, has been accepted to the 14th Symposium on Industrial Embedded Systems!. ๐ You can find out more at: #SplitComputing #CPS #Edge #Cloud.
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A huge thanks to @Galfurian, @MarcoCristani, Franco Fummi, and Samarjit Chakraborty ๐ช. #SplitComputing #KnapsackProblem #DeepNeuralNetworks #EdgeDevices.
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@freeridecoding Bah! I think Apple just need server-side accelerator component for their iCloud calendar implementation. #SplitComputing.
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๐ Don't forget to check out the "More Research" section to explore our work on #SplitComputing over the years!. A big thank you to all the other co-authors of this paper: Shengjie Xu, Enrico Fraccaroli, @MarcoCristani, Franco Fummi, and Samarjit Chakrabortyย ๐ช.
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๐ Proceedings available!.Our paper "I-SPLIT: Deep Network Interpretability for #SplitComputing" accepted @ICPRinfo 2022 is now available on @IEEEXplore; Read it! ๐. ๐ป Here, the official PyTorch implementation of the framework:
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Details about the talks and panel discussion: @5gasp #5gasp #ECOC2022 #ECOC #splitcomputing #5G #6G #sdn #networks.
Many thanks to the organisers of the workshop on the "Role of optical network for split computing between the edge and cloud in support of ultra low latency services", participants, and to the panel of incredible speakers. Talk:
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