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Chapter and Conference Paper
Contrastive Learning Based on AMR Graph for Logic Reasoning
In the field of Machine Reading Comprehension (MRC), existing models have already surpassed human average performance in many tasks such as SQuAD. In recent years, more challenging MRC datasets have been intro...
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Chapter and Conference Paper
CAS-NN: A Robust Cascade Neural Network Without Compromising Clean Accuracy
Adversarial training has emerged as a prominent approach for training robust classifiers. However, recent researches indicate that adversarial training inevitably results in a decline in a classifier’s accurac...
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Chapter and Conference Paper
Aware-Transformer: A Novel Pure Transformer-Based Model for Remote Sensing Image Captioning
Remote sensing image captioning (RSIC) is the task of generating accurate and coherent descriptions of the visual content in remote sensing images. While recent progress has been made in develo** CNN-Transfo...
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Chapter and Conference Paper
Sequence Modeling Based Data Augmentation for Micro-expression Recognition
Micro-expressions (MEs) can reveal people’s true emotions and expose deceitful behaviors. With the introduction of deep learning, the accuracy of micro-expression recognition (MER) has been greatly improved. H...
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Chapter and Conference Paper
DP-PINN: A Dual-Phase Training Scheme for Improving the Performance of Physics-Informed Neural Networks
Physics-Informed Neural Networks (PINNs) are a promising application of deep neural networks for the numerical solution of nonlinear partial differential equations (PDEs). However, it has been observed that st...
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Chapter and Conference Paper
Application Conditions of Binomial Regression Method for Reserves Evaluation of Geopressured Gas Reservoirs
Because the binomial regression reserve evaluation method for geopressured gas reservoirs is only dependent on pressure and production data, which is simple and practical, it is widely used for reserve evaluat...
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Chapter and Conference Paper
ADEQ: Adaptive Diversity Enhancement for Zero-Shot Quantization
Zero-shot quantization (ZSQ) is an effective way to compress neural networks, especially when real training sets are inaccessible because of privacy and security issues. Most existing synthetic-data-driven zer...
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Chapter and Conference Paper
Denoising Real-World Low Light Surveillance Videos Based on Trilateral Filter
In this paper, a real-world denoising method for surveillance videos based on the trilateral filter is proposed. The algorithm is faced with challenges, including the absence of “ground truth” images and the c...
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Chapter and Conference Paper
The Tenth Visual Object Tracking VOT2022 Challenge Results
The Visual Object Tracking challenge VOT2022 is the tenth annual tracker benchmarking activity organized by the VOT initiative. Results of 93 entries are presented; many are state-of-the-art trackers published...
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Chapter and Conference Paper
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
This paper reviews the Challenge on Super-Resolution of Compressed Image and Video at AIM 2022. This challenge includes two tracks. Track 1 aims at the super-resolution of compressed image, and Track 2 targets...
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Chapter and Conference Paper
Multi-scope Analysis Driven Hierarchical Graph Transformer for Whole Slide Image Based Cancer Survival Prediction
Cancer survival prediction requires considering not only the biological morphology but also the contextual interactions of tumor and surrounding tissues. The major limitation of previous learning frameworks fo...
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Chapter and Conference Paper
Calculation of the Effective Gas Storage Capacity of the Water Injected Oil and Gas Reservoirs
Most of the underground gas storage reservoirs in service in China are gas reservoir types, and the composite types of oil and gas reservoirs are rare, and the calculation method of reservoir capacity has not ...
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Chapter and Conference Paper
Astronomical Constraints on Deposition of the Lower Permian Lacustrine Shales in Mahu Depression, Junggar Basin, NW China
The sedimentary period of the Early Permian Fengcheng Formation in Mahu Depression of NW Junggar Basin is the key period for the formation of lacustrine organic-rich shale. The main objective of this paper is ...
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Chapter and Conference Paper
Anchor-Free RetinaNet: Anchor-Free Based Insulator Status Detection Method
When UAVs are used to detect the status of insulators, the appearance of insulators may change greatly because of the great variation of shooting angle and distance. Thus, due to the inefficient hand-craft anc...
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Chapter and Conference Paper
Application of Distributed Parallel Reservoir Simulation Technology in Daqing Oilfield
Reservoir simulation has always been an important supporting technology for efficient oilfield development. Daqing Oilfield is an integrated multi-layer sandstone reservoir, which has the characteristics of la...
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Chapter and Conference Paper
Development and Application of a New Ultra-high Temperature Acidizing Corrosion Inhibitor
The intermediate was obtained by Mannich reaction of benzaldehyde, acetophenone and hydrazine hydrate, and then 4-quinoline carbonyl chloride was introduced to carry out amidation reaction with the intermediat...
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Chapter and Conference Paper
Prograde Complex Recognition and Significance of Oil-Gas Exploration in the Southern Mesozoic Yanchang Formation of Ordos Basin
The Yanchang formation is the main productive horizon in the southern Mesozoic of Ordos Basin, where the delta front developed in Chang 7 to Chang 3, and turbidite sand body of the former delta sand body and l...
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Chapter and Conference Paper
A Multi-scale Convolutional Neural Network for Skeleton-Based Human Action Recognition with Insufficient Training Samples
Human action recognition (HAR) has been attracting researchers’ attentions because of its broad application prospect and significant research value. Although researchers have made great achievements, dealing w...
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Chapter
How Pakistan’s Political System Works on China-Pakistan Economic Corridor: Political Dominance and Socio-economic Development
This chapter tries to explore the influence of Pakistan’s political mechanism on China-Pakistan Economic Corridor. Through analyzing Pakistan’s political structure and its decisive role in the allocation of re...
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Chapter and Conference Paper
Research on the Integrity of Nitrogen Injection Wellbore Based on AHP and Risk Matrix
In order to analyze wellbore integrity of nitrogen flooding in the Tahe oilfield fractured-vuggy reservoir, the wellbore integrity barrier is divided into four aspects: formation barrier, downhole barrier, wel...
