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07/30/2023
IWEK: An Interpretable What-If Estimator for Database Knobs
The knobs of modern database management systems have significant impact ...
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07/14/2023
Two-Sample Test with Copula Entropy
In this paper we propose a two-sample test based on copula entropy (CE)....
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04/26/2023
UNADON: Transformer-based model to predict genome-wide chromosome spatial position
The spatial positioning of chromosomes relative to functional nuclear bo...
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04/23/2023
System Identification with Copula Entropy
Identifying differential equation governing dynamical system is an impor...
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01/15/2023
Identifying Time Lag in Dynamical Systems with Copula Entropy based Transfer Entropy
Time lag between variables is a key characteristics of dynamical systems...
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09/26/2022
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations
We introduce VISOR, a new dataset of pixel annotations and a benchmark s...
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09/04/2022
Copula Entropy based Variable Selection for Survival Analysis
Variable selection is an important problem in statistics and machine lea...
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07/13/2022
Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion
Voice conversion is to generate a new speech with the source content and...
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06/13/2022
Multivariate Normality Test with Copula Entropy
In this paper, we proposed a multivariate normality test based on copula...
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05/15/2022
Evaluating Independence and Conditional Independence Measures
Independence and Conditional Independence (CI) are two fundamental conce...
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03/14/2022
A deep learning pipeline for breast cancer ki-67 proliferation index scoring
The Ki-67 proliferation index is an essential biomarker that helps patho...
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02/27/2022
Causal Domain Adaptation with Copula Entropy based Conditional Independence Test
Domain Adaptation (DA) is a typical problem in machine learning that aim...
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02/16/2022
Comparison on gait characteristics between controlled and free-living conditions in old adults
Gait is an important biomarker of functional conditions and gait charact...
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01/13/2022
Hand-Object Interaction Reasoning
This paper proposes an interaction reasoning network for modelling spati...
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11/28/2021
On Thermodynamic Interpretation of Copula Entropy
Copula Entropy (CE) is a recently introduced concept for measuring corre...
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11/21/2021
Experience-Enhanced Learning: One Size Still does not Fit All in Automatic Database
Recent years, the database committee has attempted to develop automatic ...
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11/05/2021
MQBench: Towards Reproducible and Deployable Model Quantization Benchmark
Model quantization has emerged as an indispensable technique to accelera...
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09/07/2021
Sequential Attention Module for Natural Language Processing
Recently, large pre-trained neural language models have attained remarka...
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04/21/2021
PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation
This paper presents the PALI team's winning system for SemEval-2021 Task...
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04/21/2021
Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables
Question answering from semi-structured tables can be seen as a semantic...
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04/21/2021
MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training
This paper describes MagicPai's system for SemEval 2021 Task 7, HaHackat...
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06/30/2020
Associations between finger tapping, gait and fall risk with application to fall risk assessment
As the world ages, elderly care becomes a big concern of the society. To...
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05/27/2020
copent: Estimating Copula Entropy and Transfer Entropy in R
Statistical independence and conditional independence are two fundamenta...
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04/18/2020
Predicting MMSE Score from Finger-Tapping Measurement
Dementia is a leading cause of diseases for the elderly. Early diagnosis...
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02/27/2020
Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing
Mobile payment such as Alipay has been widely used in our daily lives. T...
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11/06/2019
Hyper-SAGNN: a self-attention based graph neural network for hypergraphs
Graph representation learning for hypergraphs can be used to extract pat...
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05/31/2018
Rotation Equivariance and Invariance in Convolutional Neural Networks
Performance of neural networks can be significantly improved by encoding...
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02/24/2018
Correlating Cellular Features with Gene Expression using CCA
To understand the biology of cancer, joint analysis of multiple data mod...
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08/29/2017
On the Reconstruction Risk of Convolutional Sparse Dictionary Learning
Sparse dictionary learning (SDL) has become a popular method for adaptiv...
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02/28/2017