Results 51 to 60 of about 3,587 (160)
You Only Need Attention to Traverse Trees [PDF]
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019 In recent NLP research, a topic of interest is universal sentence encoding, sentence representations that can be used in any supervised task. At the word sequence level, fully attention-based models suffer from two problems: a quadratic increase in memory consumption with respect to the sentence length and an inability to capture and use syntactic ...
Mahtab Ahmed +2 more
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A Novel Method to Improve the Efficiency of Classification Phase of a Decision Tree
ELCVIA Electronic Letters on Computer Vision and Image Analysis, 2020 So far, most of the research on classification algorithms in machine learning has been focused only on improving the training speed and further improving the technical performance evaluation measures of the constructed models.
Naga Muneiah Janapati, Subba Rao Ch D V
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General transformations for GPU execution of tree traversals [PDF]
Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis, 2013 With the advent of programmer-friendly GPU computing environments, there has been much interest in offloading workloads that can exploit the high degree of parallelism available on modern GPUs. Exploiting this parallelism and optimizing for the GPU memory hierarchy is well-understood for regular applications that operate on dense data structures such ...
Goldfarb, Michael +2 more
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K-Means Partitioned Space Path Planning (KPSPP) for Autonomous Robotic Harvesting
International Journal of Advanced Robotic Systems, 2015 A three-dimensional coverage path-planning algorithm is proposed for discrete harvesting machines. Although prior research has developed methods for coverage planning in continuous-crop fields, no such algorithm has been developed for discrete crops such
Christopher Vincent Meaclem +4 more
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Sensors, 2019 In this paper, we present a novel approach for reconstructing 3D geometry from a stream of images captured by a consumer-grade mobile RGB-D sensor. In contrast to previous real-time online approaches that process each incoming image in acquisition order,
Jaepung An +3 more
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Traversal Verification for Speculative Tree Decoding
CoRRNeurIPS 2025 ...
Yepeng Weng +7 more
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Journal of Marine Science and EngineeringIn many applications, including underwater robotics, the coverage problem requires an autonomous vehicle to systematically explore a defined area while minimizing redundancy and avoiding obstacles.
Ahmed Ibrahim +2 more
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Hierarchical complexity control algorithm for HEVC based on coding unit depth decision
EURASIP Journal on Image and Video Processing, 2018 The next-generation High Efficiency Video Coding (HEVC) standard reduces the bit rate by 44% on average compared to the previous-generation H.264 standard, resulting in higher encoding complexity.
Fen Chen +5 more
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Fast traversal of large ensembles of regression trees
ERCIM News, 2016 The complexity of tree-based, machine-learnt models and their widespread use in web-scale systems requires novel algorithmic solutions to make the models fast and scalable, both in the learning phase and in the real-world. Machine-learnt models based on additive ensembles of regression trees have been shown to be very effective in several ...
Lucchese C +5 more
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Discover Artificial IntelligenceTo enhance railway shunting route search accuracy while reducing memory consumption, this study proposes an automatic railway shunting route search model based on an improved artificial neural network algorithm.
Xue Li, Hui He, Yixuan Yang, Zeyuan Fan
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