Mathematical Research for Blockchain Economy
3rd International Conference MARBLE 2022, Vilamoura, Portugal
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Article
ReChoreoNet: Repertoire-based Dance Re-choreography with Music-conditioned Temporal and Style Clues
To generate dance that temporally and aesthetically matches the music is a challenging problem in three aspects. First, the generated motion should be beats-aligned to the local musical features. Second, the g...
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Article
Causal inference in the medical domain: a survey
Causal inference is considered a crucial topic in the medical field, as it enables the determination of causal effects for medical treatments through data analysis. However, the vast volume and complexity of m...
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Article
Protocol for Brain Magnetic Resonance Imaging and Extraction of Imaging-Derived Phenotypes from the China Phenobank Project
Imaging-derived phenotypes (IDPs) have been increasingly used in population-based cohort studies in recent years. As widely reported, magnetic resonance imaging (MRI) is an important imaging modality for asses...
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Article
Space or time for video classification transformers
Spatial and temporal attention plays an important role in video classification tasks. However, there are few studies about the mechanism of spatial and temporal attention behind classification problems. Transf...
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Article
Open AccessA synchronized estimation of hourly surface concentrations of six criteria air pollutants with GEMS data
Machine learning is widely used to infer ground-level concentrations of air pollutants from satellite observations. However, a single pollutant is commonly targeted in previous explorations, which would lead t...
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Article
BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets
BigNeuron is an open community bench-testing platform with the goal of setting open standards for accurate and fast automatic neuron tracing. We gathered a diverse set of image volumes across several species t...
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Article
Open AccessRobust Local Light Field Synthesis via Occlusion-aware Sampling and Deep Visual Feature Fusion
Novel view synthesis has attracted tremendous research attention recently for its applications in virtual reality and immersive telepresence. Rendering a locally immersive light field (LF) based on arbitrary l...
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Article
Open AccessWhere to place methane monitoring sites in China to better assist carbon management
Methane (CH4) is the second most potent greenhouse gas (GHG), and China emerges as the largest anthropogenic CH4 emitter by country. Current limited CH4 monitoring systems in China are unfortunately inadequate to...
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Article
STR Transformer: A Cross-domain Transformer for Scene Text Recognition
Scene text recognition is an indispensable part of computer vision, which aims to extract text information from an image. However, effective extraction of texts following spelling rules remains a challenge for...
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Book and Conference Proceedings
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Chapter
Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge
Extracting phenotypes from clinical text has been shown to be useful for a variety of clinical use cases such as identifying patients with rare diseases. However, reasoning with numerical values remains challe...
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Article
Speech synthesis with face embeddings
Human beings are capable of imagining a person’s voice according to his or her appearance because different people have different voice characteristics. Although researchers have made great progress in single-...
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Article
Face aging with pixel-level alignment GAN
Face aging is of great significance in cross-time identity verification problem. However, there is still a huge gap between the synthesized face image and the real face in terms of quality and consistency due ...
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Book Series
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Chapter and Conference Paper
Causal Reasoning Methods in Medical Domain: A Review
Causal reasoning has been a key topic in medical domain with many applications, in which the core problem is to infer the causal effects of medical treatments with data mining. However, there are obstacles suc...
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Chapter and Conference Paper
Verifying Design Through Generative Visualization of Neural Activity
Current neuroscience-focused approaches for evaluating the effectiveness of a design do not use direct visualization of mental activity. Inspired by S. Palazzo’s team we proposed a framework with reconstructio...
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Chapter
Conclusion: When Will the Era of “Quantum Supremacy” in Artificial Intelligence Come?
As quantum technology emerging, traditional computers and the artificial intelligence based on that are ushering in the quantum era. Once quantum computers are mature in technology and popularized, quantum art...
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Book and Conference Proceedings
Pattern Recognition and Computer Vision
5th Chinese Conference, PRCV 2022, Shenzhen, China, November 4–7, 2022, Proceedings, Part III
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Chapter
Man and Machine: Philosophical Thinking of Artificial Intelligence
Currently, artificial intelligence (AI) is the most concerned technological innovation and industrial trend in the development of many fields. On the positive side, it has become a consensus that human can use...
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Chapter
How Does Machine Intelligence Emerge?
There are two translation versions of the term “computer” in Chinese: The version of Chinese Mainland is计算机 (literally computing machine), while the version of Taiwan is电脑 (electronic brain). Chinese mainland’...
