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Building a Solid Baseline
In Chapter 2 , “Querying SQL Server Wait Statistics,” we spent a great deal of time describing and using... -
Wide baseline stereovision based obstacle detection for unmanned surface vehicles
Obstacle detection algorithm of a wide baseline stereovision system (WBSS) is proposed using deep learning for unmanned surface vehicle (USV). The...
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SimpleDG: Simple Domain Generalization Baseline Without Bells and Whistles
We present a simple domain generalization baseline, which wins second place in both the common context generalization track and the hybrid context... -
Baseline User Calibration for Cold-Start Model Personalization in Mental State Estimation
Robust human state detection based on analysis of physiological signals requires model personalization since physiological reactions are individual.... -
Overhead-free Noise-tolerant Federated Learning: A New Baseline
Federated learning (FL) is a promising decentralized machine learning approach that enables multiple distributed clients to train a model jointly...
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Baseline-independent stress classification based on facial StO2
Stress is an affective human state. Different types of stress have varying effects on human health. Previous stress classifications using tissue...
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Beyond a strong baseline: cross-modality contrastive learning for visible-infrared person re-identification
Cross-modality pedestrian image matching, which entails the matching of visible and infrared images, is a vital area in person re-identification...
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Abstract: Baseline Pipeline for Automated Eye Redness Extraction with Relation to Clinical Grading
An essential bio-marker to detect ocular surface diseases like dry eye disease is ocular redness. In clinical routine, this marker is graded by... -
Large-Parallax Multi-camera Calibration Method for Indoor Wide-Baseline Scenes
Multi-camera calibration plays a crucial role in enabling efficient vision-based human-robot interaction and applications. This paper introduces a... -
Autoencoder-Based Baseline Parameterized by Central Limit Theorem for ICS Cybersecurity
Industrial control system as the core of the industry is concerned about the cybersecurity problem and vulnerable to be threatened by the... -
Optimization of stereo vision baseline and effects of canopy structure, pre-processing and imaging parameters for 3D reconstruction of trees
Precision farming requires tree-canopy information for better management. Stereo vision is the technique to create a 3D model, and it needs to be...
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Novel Elimination Method of Baseline Drift Basedon Improved Least Square Method
With the development of brain computer interface (BCI), the application of bioelectrical signals in the field of intelligent medical devices has been... -
From Baseline to Top Performer: A Reproducibility Study of Approaches at the TREC 2021 Conversational Assistance Track
This paper reports on an effort of reproducing the organizers’ baseline as well as the top performing participant submission at the 2021 edition of... -
Lattice abstraction-based content summarization using baseline abstractive lexical chaining progress
Text summarization is essential in this fast-growing world to read the information because a vast amount of information holds various definitions...
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Telugu Meme Dataset and Baseline System for Automatic Identification of Domain, and Troll in Memes
Everyone now uses social media to communicate information and ideas, which has become a requirement for everyone. Social media posts can offend... -
Wide-baseline multi-camera calibration from a room filled with people
When a precise 3D reconstruction of an object or person is attempted, one typically starts from a multi-view setup with cameras spread out all around...
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Research on Personalized Hybrid Recommendation System for English Word Learning
Our study aims to explore a personalized hybrid recommendation system for English word learning. This paper begins with an analysis of the research... -
Cluster-based Convolutional Baseline for Multi-Camera Vehicle Re-identification
Increased traffic-related problems like traffic rule violations, traffic congestions, road accidents, etc., have resulted in huge demands for smart... -
Baseline Skills—Scaffolding Soft Skills Development Within the Curriculum
To enable Computer Science students to develop employability and 'work-ready' skills it is important to consider both the technical skills aligned to... -
Explaining recommendation system using counterfactual textual explanations
Currently, there is a significant amount of research being conducted in the field of artificial intelligence to improve the explainability and...