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Adaptive stream resource management using Kalman Filters
TLDR
We demonstrate the flexibility and effectiveness of using the Kalman Filter as a general and adaptive filtering solution for conserving resources in stream management. Expand
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Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation
TLDR
We propose a novel Reinforced Cross-Modal Matching (RCM) approach that enforces cross-modal grounding both locally and globally via reinforcement learning (RL). Expand
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No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling
TLDR
We propose an Adversarial REward Learning (AREL) framework to learn an implicit reward function from human demonstrations and then optimize policy search with the learned reward function. Expand
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The use of bigrams to enhance text categorization
TLDR
We present an efficient text categorization algorithm that generates bigrams selectively by looking for ones that have an especially good chance of being useful. Expand
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VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research
TLDR
We present a new large-scale multilingual video description dataset, VATEX, which contains over 41,250 videos and 825,000 captions in both English and Chinese. Expand
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Video Captioning via Hierarchical Reinforcement Learning
TLDR
We propose a novel hierarchical reinforcement learning framework for video captioning, where a high-level Manager module learns to design sub-goals and a low-level Worker module recognizes the primitive actions to fulfill the sub-goal. Expand
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MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment
TLDR
We present Moment Alignment Network (MAN), a novel framework that unifies the candidate moment encoding and temporal structural reasoning in a single-shot feed-forward network. Expand
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Learning a Mahalanobis Distance-Based Dynamic Time Warping Measure for Multivariate Time Series Classification
TLDR
We propose a Mahalanobis distance-based dynamic time warping (DTW) measure for MTS classification. Expand
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An eigenspace update algorithm for image analysis
TLDR
We provide an example of one particular application to 3D object representation projections and give an error analysis of the algorithm. Expand
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Novel bis-Tetrahydrofuranylurethane-Containing Nonpeptidic Protease Inhibitor (PI) UIC-94017 (TMC114) with Potent Activity against Multi-PI-Resistant Human Immunodeficiency Virus In Vitro
ABSTRACT We designed, synthesized, and identified UIC-94017 (TMC114), a novel nonpeptidic human immunodeficiency virus type 1 (HIV-1) protease inhibitor (PI) containing aExpand
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