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A Comprehensive Overhaul of Feature Distillation
We investigate the design aspects of feature distillation methods achieving network compression and propose a novel feature distillation method in which the distillation loss is designed to make aExpand
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Assessment of engineered cells using CellNet and RNA-seq
CellNet is a computational platform designed to assess cell populations engineered by either directed differentiation of pluripotent stem cells (PSCs) or direct conversion, and to suggest specificExpand
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Consistency-based Semi-supervised Learning for Object detection
Making a precise annotation in a large dataset is crucial to the performance of object detection. While the object detection task requires a huge number of annotated samples to guarantee itsExpand
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Dynamic Graph Generation Network: Generating Relational Knowledge from Diagrams
In this work, we introduce a new algorithm for analyzing a diagram, which contains visual and textual information in an Abstract and integrated way. Whereas diagrams contain richer informationExpand
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Enzymatic Production of Steviol Glucosides Using β-Glucosidase and Their Applications
Abstract Sweet leaf, Stevia rebaudiana Bertoni, is a perennial plant species widely known for its sweet-tastingent-kaurene type diterpenoid glycosides (steviol glucosides). Steviol glucosidesExpand
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HC-Net: Memory-based Incremental Dual-Network System for Continual learning
Training a neural network for a classification task typically assumes that the data to train are given from the beginning. However, in the real world, additional data accumulate gradually and theExpand
Relative Roles of Vocabulary and Grammar Knowledge in Second Language Reading
The present study sought to explore the relative contribution of vocabulary knowledge and grammar knowledge to L2 reading comprehension in the case of Korean high school EFL learners. To this end, 96Expand
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Generating objects going well with the surroundings
Since the generative adversarial network has made a breakthrough in the image generation problem, lots of researches on its applications have been studied such as image restoration, style transferExpand
Analyzing and modeling the impact of memory latency and bandwidth on application performance
NVM (Non-Volatile Memory) that gains attention as an alternative memory technology these days has different memory characteristics in terms of latency and bandwidth, compared with the traditionalExpand
The Study of the Use of Grammar Learning Strategies of Korean College Students.
The present study sought to examine the use of grammar learning strategies of Korean college students in two aspects. First, it explored the relationship between learner background factors and theirExpand