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06/11/2023
AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing
Developing monolingual large Pre-trained Language Models (PLMs) is shown...
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04/19/2023
Egalitarian ORAM: Wear-Leveling for ORAM
While non-volatile memories (NVMs) provide several desirable characteris...
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01/10/2023
Differentiable modeling to unify machine learning and physical models and advance Geosciences
Process-Based Modeling (PBM) and Machine Learning (ML) are often perceiv...
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12/16/2022
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks
Causal chain reasoning (CCR) is an essential ability for many decision-m...
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12/03/2022
Recognition and Prediction of Surgical Gestures and Trajectories Using Transformer Models in Robot-Assisted Surgery
Surgical activity recognition and prediction can help provide important ...
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05/19/2022
A graph-transformer for whole slide image classification
Deep learning is a powerful tool for whole slide image (WSI) analysis. T...
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04/12/2022
Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition
Recent years have witnessed the improving performance of Chinese Named E...
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01/10/2022
Multi-Level Attention for Unsupervised Person Re-Identification
The attention mechanism is widely used in deep learning because of its e...
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12/05/2021
Implicit Neural Deformation for Multi-View Face Reconstruction
In this work, we present a new method for 3D face reconstruction from mu...
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08/30/2021
Scene Synthesis via Uncertainty-Driven Attribute Synchronization
Developing deep neural networks to generate 3D scenes is a fundamental p...
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06/21/2021
A Game-Theoretic Taxonomy of Visual Concepts in DNNs
In this paper, we rethink how a DNN encodes visual concepts of different...
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06/18/2021
Bayesian decision theory for tree-based adaptive screening tests with an application to youth delinquency
Crime prevention strategies based on early intervention depend on accura...
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03/30/2021
Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World
The Flatland competition aimed at finding novel approaches to solve the ...
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04/07/2020
Homophone-based Label Smoothing in End-to-End Automatic Speech Recognition
A new label smoothing method that makes use of prior knowledge of a lang...
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11/16/2019
SA-Text: Simple but Accurate Detector for Text of Arbitrary Shapes
We introduce a new framework for text detection named SA-Text meaning "S...
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08/31/2019
Scraping Social Media Photos Posted in Kenya and Elsewhere to Detect and Analyze Food Types
Monitoring population-level changes in diet could be useful for educatio...
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08/04/2019
Deep Neural Network for Semantic-based Text Recognition in Images
State-of-the-art text spotting systems typically aim to detect isolated ...
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07/31/2019
iCartoonFace: A Benchmark of Cartoon Person Recognition
Cartoons receive increasingly attention and have a huge global market. C...
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05/30/2019
Unsupervised Classification of Street Architectures Based on InfoGAN
Street architectures play an essential role in city image and streetscap...
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11/19/2018
iQIYI-VID: A Large Dataset for Multi-modal Person Identification
Person identification in the wild is very challenging due to great varia...
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01/01/2018
On Spectral Graph Embedding: A Non-Backtracking Perspective and Graph Approximation
Graph embedding has been proven to be efficient and effective in facilit...
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04/03/2017