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The flowchart below summarizes the classification scheme used in this lesson to describe variables. All variables fall into one of two categories: quantitative or qualitative.
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Bert Model with two heads on top as done during the pretraining: a masked language modeling head and a next sentence prediction (classification) head. This model inherits from PreTrainedModel.
arxiv.org/abs/1803.01356v1
Robotic grasp detection task is still challenging, particularly for novel objects. With the recent advance of deep learning, there have been several works on detecting robotic grasp using neural networks. Typically, regression based grasp detection m...
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category (ˈkætɪɡərɪ) n, pl -ries 1. a class or group of things, people, etc, possessing some quality or qualities in common; a division in a system of classification
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category /ˈkætɪɡərɪ/ n ( pl -ries) a class or group of things, people, etc, possessing some quality or qualities in common; a division in a system of classification
arxiv.org/abs/2207.11554v3
In recent years there has been significant progress in the field of 3D learning on classification, detection and segmentation problems. The vast majority of the existing studies focus on canonical closed-set conditions, neglecting the intrinsic open...
arxiv.org/abs/2010.02684v1
This paper demonstrates a fatal vulnerability in natural language inference (NLI) and text classification systems. More concretely, we present a 'backdoor poisoning' attack on NLP models. Our poisoning attack utilizes conditional adversarially regula...
arxiv.org/abs/2403.03896v1
Simulation is an invaluable tool for radio-frequency system designers that enables rapid prototyping of various algorithms for imaging, target detection, classification, and tracking. However, simulating realistic radar scans is a challenging task th...
arxiv.org/abs/1212.2262v1
Automatic analysis of biomedical time series such as electroencephalogram (EEG) and electrocardiographic (ECG) signals has attracted great interest in the community of biomedical engineering due to its important applications in medicine. In this work...
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20 hours ago · The 2026 Milan Cortina Winter Paralympics will feature 79 medal events across six sports. At the heart of everything is a rigorous classification process that all athletes must go through.
arxiv.org/abs/2005.03461v1
In recent years, deep neural networks have been applied to obtain high performance of prediction, classification, and pattern recognition. However, the weights in these deep neural networks are difficult to be explained. Although a linear regression...
arxiv.org/abs/2207.00323v1
The electroencephalogram (EEG) is a powerful method to understand how the brain processes speech. Linear models have recently been replaced for this purpose with deep neural networks and yield promising results. In related EEG classification fields,...
arxiv.org/abs/2306.14907v1
Clickbait is the practice of engineering titles to incentivize readers to click through to articles. Such titles with sensationalized language reveal as little information as possible. Occasionally, clickbait will be intentionally misleading, so natu...
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Serious scholars have pointed out — repeatedly and ineffectually — that “Semitic” is a linguistic and cultural classification, denoting certain languages and in some contexts the literatures and …
arxiv.org/abs/2009.10783v2
Convolutional neural networks (CNNs) are widely used state-of-the-art computer vision tools that are becoming increasingly popular in high energy physics. In this paper, we attempt to understand the potential of CNNs for event classification in the N...
arxiv.org/abs/2112.04574v2
A common problem in data analysis is the separation of signal and background. We revisit and generalise the so-called $sWeights$ method, which allows one to calculate an empirical estimate of the signal density of a control variable using a fit of a...
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May 6, 2025 · A shrub is a woody plant with several stems, and it is bushy when it grows densely and closer to the ground. Think of a shrub as the scientific classification of a plant, while a bush is a …
arxiv.org/abs/2210.13535v2
Approximately 1.25 million people in the United States are treated each year for burn injuries. Precise burn injury classification is an important aspect of the medical AI field. In this work, we propose an explainable human-in-the-loop framework for...
arxiv.org/abs/2008.02925v1
In this paper, we classify relatively minimal genus-$1$ holomorphic Lefschetz pencils up to smooth isomorphism. We first show that such a pencil is isomorphic to either the pencil on $\mathbb{P}^1\times \mathbb{P}^1$ of bi-degree $(2,2)$ or a blow-up...
arxiv.org/abs/2601.11362v1
Context and motivation. Online user feedback is a valuable resource for requirements engineering, but its volume and noise make analysis difficult. Existing tools support individual feedback analysis tasks, but their capabilities are rarely integrate...
