Search results
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Title
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'Practice' for Enhancing the Performance of a Deep Reinforcement Learning Agent
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Author
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Kancharla, Venkata Sai Santosh Ravi Teja
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Date Created
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2019
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Subjects--Topical
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Artificial intelligence
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Description
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Deep reinforcement learning has demonstrated its capability to solve a diverse array of challenging problems, which were not able to solve previously. It has been able to achieve human-level performance in Atari 2600 games and it has shown great p...
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Title
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Art Authentication in an Untagged Art Database
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Author
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Dobbs, Bryan
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Date Created
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2022
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Subjects--Topical
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Computer science, Art--Historiography, Mathematics
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Description
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The identification of the artist of a painting is also known as art authentication, and the answer to this question is manifest through art gallery exhibition and is reinforced through financial transactions. Art authentication has visual influenc...
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Title
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Behavioral Health Stigma: Breaking the code with Stigma Index
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Author
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Tokmic, Farah
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Date Created
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2018
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Subjects--Topical
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Medical sciences, Information science
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Description
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Social labeling of people with behavioral health disorders falls under the umbrella of "stigma" and plays a key role in limiting the access to behavioral healthcare. Currently, the U.S. spends an estimated $201B on behavioral health disorders ever...
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Title
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DISFLUENT SPEECH SEGMENTS DETECTION AND REMEDIATION
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Author
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Arbajian, Pierre
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Date Created
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2019
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Subjects--Topical
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Information science, Linguistics
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Description
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Speech remediation by identifying those segments which compromise the quality of speech content can be performed by correctly identifying portions of a recording which can be deleted without diminishing from the overall quality of the speech, but ...
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Title
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Deep Learning for Sentiment and Emotion Detection in Multilingual Contexts
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Author
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Abdullah, Malak
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Date Created
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2018
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Subjects--Topical
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Computer science
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Description
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Social media is growing as a communication medium where people can express online their feelings and opinions on a variety of topics in ways they rarely do in person. Detecting sentiments and emotions in texts have gained a considerable amount of ...
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Title
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Development of Structural Informatics Method For Binding Peptides
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Author
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Patterson, John
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Date Created
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2023
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Subjects--Topical
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Bioinformatics
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Description
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In the continuous pursuit of advanced therapeutics, the field of bioinformatics hasinnovated tools that allow unprecedented control over the proteome, profoundly shaping our understanding and manipulation of biological domains. Computational appro...
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Title
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Empirical Methods in an Open Domain Question Answering System
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Author
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Gallagher, Sean
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Date Created
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2015
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Subjects--Topical
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Computer science
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Description
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Answering questions effectively involves a complex interconnected set of linguistic and statistical analysis tools, which can be difficult to investigate and evaluate on their own. To evaluate any one of them, I developed two composable, recursive...
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Title
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Fine-grained Video Classification for Rare Events
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Author
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Shan, Junjie
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Date Created
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2018
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Subjects--Topical
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Computer science, Information technology
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Description
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Video analysis plays an important role in the field of computer vision and finds its application in many areas. Fine-grained event classification is one of the most challenging problems in video analysis due to subtle difference between classes an...
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Title
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Leveraging Visual Analytics for Modeling Online User Behavior on Social Media
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Author
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ElTayeby, Omar
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Date Created
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2020
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Subjects--Topical
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Computer science
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Description
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Analysts and domain experts in various fields rely on collecting data about their subjects to understand and predict their behavior. Characterizing and modeling human behavior requires analyzing extensive amounts of data from heterogeneous sources...
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Title
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Reducing training effort in biological image classification
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Author
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Nguyen, Nhat Rich
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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To automatically classify biological images, machine learning techniques have been widely used to train the classifiers from labeled images. For a new category of biological object, a tedious and expensive labeling process is needed from a human e...
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Title
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Rethinking Few-Shot Learning For Speech, Continual Learning And Privacy
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Author
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Parnami, Archit
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Date Created
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2022
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Subjects--Topical
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Computer science, Artificial intelligence
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Description
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The availability of large amounts of labeled training data is a major contributing factor (and a bottleneck) to the recent progress in the field of Deep Learning. However, collecting and labeling data is a time consuming and expensive process. Oft...
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Title
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Robust Audio Classification: Integrating TV Sound Detection
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Author
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Bourahla, Mohamed Mehdi
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Date Created
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2023
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Subjects--Topical
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Artificial intelligence, Sound
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Description
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The emergence of voice-controlled systems has transformed the way users engage with technology, providing unparalleled ease and accessibility. Nonetheless, these systems encounter difficulties in distinguishing intended commands from unintentional...
