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1
Multi-National Topics Maps for Parliamentary Debate Analysis
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2
Assessing English language sentences readability using machine learning models
In: PeerJ Comput Sci (2022)
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3
Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication ...
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4
G-4 - A pipeline for Hand 2-D Keypoint Localization using Unpaired Image to Image Translation ...
Abstract: Hand pose estimation is getting a lot of attention in many areas such as Human-Computer Interaction and Sign Language Recognition. A fundamental step to accurately estimate the hand pose involves detecting and localizing fingertips in an image. Despite the progress of 2-D hand pose estimation in recent studies, accurate and robust detection and localization of fingertips still remains a challenging task due to low resolution of a fingertip in images and varying lightning condition. Inspired by the progress of the Generative Adversarial Network (GAN) and image-style transfer, we propose a two-stage pipeline to accurately localize the fingertip position even in varying lighting and severe self occlusion on depth images. The idea is to use a Cycle-consistent Generative Adversarial Network (Cycle-GAN) to apply unpaired image-to-image translation and generate a depth image with colored predictions on the fingertips, wrist, and palm given a real depth image. The model is trained in a semi-supervised manner using a ...
Keyword: Human-Computer Interaction; Image Processing; Machine Learning and Data Mining
URL: https://dx.doi.org/10.48448/780k-h524
https://underline.io/lecture/23065-g-4---a-pipeline-for-hand-2-d-keypoint-localization-using-unpaired-image-to-image-translation
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5
Signed Coreference Resolution ...
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6
Backtranslation in Neural Morphological Inflection ...
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7
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
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8
Translating Headers of Tabular Data: A Pilot Study of Schema Translation ...
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9
A Prototype Free/Open-Source Morphological Analyser and Generator for Sakha ...
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10
Automatic Error Type Annotation for Arabic ...
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11
Developing Conversational Data and Detection of Conversational Humor in Telugu ...
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12
Cross-document Event Identity via Dense Annotation ...
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13
Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning ...
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14
(Mis)alignment Between Stance Expressed in Social Media Data and Public Opinion Surveys ...
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15
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach ...
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16
Rewards with Negative Examples for Reinforced Topic-Focused Abstractive Summarization ...
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17
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training ...
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18
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining ...
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19
HittER: Hierarchical Transformers for Knowledge Graph Embeddings ...
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20
Ara-Women-Hate: The first Arabic Hate Speech corpus regarding Women ...
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