New paper by Ahnaf Lodhi, Barış Akgün, and Öznur Özkasap: "State-of-the-art Techniques in Deep Edge Intelligence" #EdgeComputing #EdgeIntelligence #DeepEdgeIntelligence #FederatedLearning #DistributedComputation #CompressionSchemes #ConditionalComputation https://t.co/L7dgycSGFJ

💻 Conditional Computation: Cutting outward bandwidth by learning how to select peers - a fascinating breakthrough in efficiency! #ConditionalComputation $TAO #bittensor

Recording - Introduction to Continual Learning - @davideabati (CVPR 2020) https://t.co/sRW8jhhpUg #ml #dl #lecture #continuallearning #cvpr2020, #conditionalcomputation #generativemodel #MetaLearning #PackNet #GEM

In this work, authors address the challenge of #conditionalcomputation in #deeplearning by introducing the Mixture-of-Experts layer. #MoE consists of several experts and a trainable gating network which selects a sparse combination of experts to process each input.

中国からのこの AI 論文では、パフォーマンスを維持しながらモデルのスパース性を 90% まで高め、推論の 2 ～ 5 倍の高速化を実現する、新しい dReLU ベースのスパース化手法を提案しています - MarkTechPost #LLMs #ConditionalComputation #SparsityEfficiency #TurboSparse https://t.co/U9VasCDObB