Results 21 to 30 of about 3,059,792 (284)
Improving position encoding of transformers for multivariate time series classification [PDF]
Data mining and knowledge discovery, 2023 Transformers have demonstrated outstanding performance in many applications of deep learning. When applied to time series data, transformers require effective position encoding to capture the ordering of the time series data.
Navid Mohammadi Foumani +3 more
semanticscholar +1 more source
FPGA-Based Implementation of Multidimensional Reconciliation Encoding in Quantum Key Distribution
Entropy, 2022 We propose a multidimensional reconciliation encoding algorithm based on a field-programmable gate array (FPGA) with variable data throughput that enables quantum key distribution (QKD) systems to be adapted to different throughput requirements.
Qing Lu +4 more
doaj +1 more source
IEEE Access, 2023 Distributed Denial of Service (DDoS) attacks pose a significant threat to the security of networking systems, as they can cause widespread disruption and even bring down entire distributed systems platforms.
Ahmad Alomari, Sathish A. P. Kumar
doaj +1 more source
SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation [PDF]
Computer Vision and Pattern Recognition, 2023 Recent advancements in subject-driven image generation have led to zero-shot generation, yet precise selection and focus on crucial subject representations remain challenging.
Yuxuan Zhang +10 more
semanticscholar +1 more source
Frontiers in Neurology, 2022 Memory-guided movements, vital to daily activities, are especially impaired in Parkinson's disease (PD). However, studies examining the effects of how information is encoded in memory and the effects of common treatments of PD, such as medication and ...
Fabian J. David +10 more
doaj +1 more source
Rethinking and Improving Relative Position Encoding for Vision Transformer [PDF]
IEEE International Conference on Computer Vision, 2021 Relative position encoding (RPE) is important for transformer to capture sequence ordering of input tokens. General efficacy has been proven in natural language processing.
Kan Wu +4 more
semanticscholar +1 more source
VectorNet: Encoding HD Maps and Agent Dynamics From Vectorized Representation [PDF]
Computer Vision and Pattern Recognition, 2020 Behavior prediction in dynamic, multi-agent systems is an important problem in the context of self-driving cars, due to the complex representations and interactions of road components, including moving agents (e.g.
Ji-Yang Gao +6 more
semanticscholar +1 more source
Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies? [PDF]
IEEE Transactions on Information Theory, 2004 Suppose we are given a vector f in a class FsubeRopfN , e.g., a class of digital signals or digital images. How many linear measurements do we need to make about f to be able to recover f to within precision epsi in the Euclidean (lscr2) metric?
E. Candès, T. Tao
semanticscholar +1 more source
MuseReduce: A Generic Framework for Hierarchical Music Analysis [PDF]
, 2023 In comparison to computational linguistics, with its abundance of natural-language datasets, corpora of music analyses are rather fewer and generally smaller. This is partly due to difficulties inherent to the encoding of music analyses, whose multimodal
Rammos, Yannis, +11 more
core +1 more source
Collaborative Encoding of Text Genesis: A Pedagogical Approach for Teaching Genetic Encoding with the TEI [PDF]
, 2020 The paper discusses the question of how genetic encoding can be taught in order to introduce encoding strategies of text genesis to less technologically adept scholars.
Hechtl, Angelika +2 more
core +1 more source