Beyond pixels : exploring new representations and applications for motion analysis by Liu, Ce, Ph. D. Massachusetts Institute of Technology

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Precise region semantics-assisted GAN for pose-guided person image generation by Liu, Ji, Weng, Zhenyu, Zhu, Yuesheng

“…Some current methods that adopt the parsing map neither consider the precise local pose-semantic matching issues nor the correspondence between two different poses. …”
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Progress in Extending the VIRGIN Program by Dowson, Mark

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Syntax and Display of Mathematical Expressions by Martin, William

“…In addition to the symbols and their coordinates the program sends a parsing of the symbols to the display. This program is a refinement of the system proposed by M.L. …”
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PROGRAMMER: A Language for Writing Grammars by Winograd, Terry

“…It has a verbally integrated structure, to perform parsing, semantic analysis, and deduction concurrently, and to use the results of each t guide the course of the entire process. …”
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Computational Consequences of Agreement and Ambiguity in Natural Language by Ristad, Eric Sven, Berwick, Robert C.

“…Here we show that a simple, theory-neutral linguistic model of syntactic agreement and ambiguity demonstrates that natural language parsing may be computationally intractable. Significantly, we show that it may be syntactic features rather than rules that can cause this difficulty. …”
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Formalizing the Expertise of the Assembly Language Programmer by Duffey, Roger DuWayne II

“…The ultimate goal is to formalize code generation and implementation techniques in the same way that parsing and code generation techniques have been formalized. …”
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Sepia: a Framework for Natural Language Semantics by Marton, Gregory Adam, Westrick, Linda Brown

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Phase Space Navigator: Towards Automating Control Synthesis in Phase Spaces for Nonlinear Control Systems by Zhao, Feng

“…The Phase Space Navigator generates global control laws by synthesizing flow shapes of dynamical systems and planning and navigating system trajectories in the phase spaces. Parsing phase spaces into trajectory flow pipes provide a way to efficiently reason about the phase space structures and search for global control paths. …”
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App for predicting stock price fluctuation with neural network by Yeo, James Gui Zhong

“…The data is separated into individual days of the week to be trained into the LSTM Model to predict each day of the week. This method of parsing dataset to the days of the week yield promising results, which is then translated and seen from the application made after. …”
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Human action recognition using machine learning by Cao, QingTian

“…The accurate detection of human pose is useful in various areas such as surveillance, clothes parsing and game modelling. While many existing models attempt to breach the gap, they suffer from problems including learning uninformative latent variables and being memory- intensive. …”
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Conceptual graph interchange format for mining financial statements by Kamaruddin, Siti Sakira, Hamdan, Abdul Razak, Abu Bakar, Azuraliza, Mat Nor, Fauzias

“…This paper addresses the automatic transformation of financial statements into conceptual graph interchange format (CGIF).The method mainly involves extracting relevant financial performance indicators, parsing it to obtain syntactic sentence structure and to generate the CGIF for the extracted text.The required components for the transformation are detailed out with an illustrative example.The paper also discusses the potential manipulation of the resulting CGIF for knowledge discovery and more precisely for deviation detection.…”

Information-theoretic Algorithms for Model-free Reinforcement Learning by Wu, Farrell Eldrian S.

“…This algorithm combines the Lempel-Ziv (LZ) parsing tree structure for states introduced in [4] together with the optimistic Q-learning approach in [9]. …”
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Towards high-quality panoptic segmentation by Chen, Chongsong

“…It provides a holistic solution to scene parsing by predicting instance labels and pixel-level classification. …”
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Digital makeup using machine learning algorithms by Cheng, Boya

“…This project includes research over color transfer algorithm, comparison between different facial feature parsing methods and integration component for digital makeup with quality-control. …”
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Digital makeup using deep learning methods by Yoo, Heawon

“…This project includes research on facial parsing, BeautyGAN and DMT for digital make up and conducts experiments using pre-trained models and CelebAMask-HQ dataset to compare the results and find better solutions.…”
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Meaning representation in natural language processing by Tripathi Surabhita

“…In this report, the semantic information in parse selection is analyzed. A Python software model was used to carry out feature engineering on semantic parsing results by parsers. …”
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Robust ontology acquisition from machine-readable dictionaries by Flickinger, Dan., Nichols, Eric., Bond, Francis.

“…We show that by combining deep and shallow parsing resources through the common formalism of RMRS, we can extract ontological relations in greater quality and quantity. …”
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Intrusion notification via SMS / Aziz Kasmir Mat Yunos by Mat Yunos, Aziz Kasmir

“…In order to achieve the project goals, the logdog Perl script have to be added new configuration to support snort log parsing and send SMS to Gnokii SMS gateway. Snort rule also have to be reconfigure to minimize SMS sent when intrusion detected. …”
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Program Understanding through Cliché Recognition by Brotsky, Daniel

“…Programs are analyzed by translating them into a language-independent form and then parsing this representation in accordance with a context-free web grammar induced by the library of clichés. …”
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