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06/30/2023
RObotic MAnipulation Network (ROMAN) x2013 Hybrid Hierarchical Learning for Solving Complex Sequential Tasks
Solving long sequential tasks poses a significant challenge in embodied ...
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05/31/2023
Multi-Epoch Learning for Deep Click-Through Rate Prediction Models
The one-epoch overfitting phenomenon has been widely observed in industr...
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02/14/2023
Agile and Versatile Robot Locomotion via Kernel-based Residual Learning
This work developed a kernel-based residual learning framework for quadr...
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09/03/2022
Deep Stable Representation Learning on Electronic Health Records
Deep learning models have achieved promising disease prediction performa...
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07/14/2022
Improving Multi-Interest Network with Stable Learning
Modeling users' dynamic preferences from historical behaviors lies at th...
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05/13/2022
Slimmable Video Codec
Neural video compression has emerged as a novel paradigm combining train...
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09/09/2021
Learning Vision-Guided Dynamic Locomotion Over Challenging Terrains
Legged robots are becoming increasingly powerful and popular in recent y...
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08/15/2021
Deep Active Learning for Text Classification with Diverse Interpretations
Recently, Deep Neural Networks (DNNs) have made remarkable progress for ...
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02/24/2021
DNN2LR: Automatic Feature Crossing for Credit Scoring
Credit scoring is a major application of machine learning for financial ...
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02/08/2021
STAN: Spatio-Temporal Attention Network for Next Location Recommendation
The next location recommendation is at the core of various location-base...
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08/22/2020
DNN2LR: Interpretation-inspired Feature Crossing for Real-world Tabular Data
For sake of reliability, it is necessary for models in real-world applic...
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07/23/2020
Deep Active Learning by Model Interpretability
Recent successes of Deep Neural Networks (DNNs) in a variety of research...
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07/17/2020
Simplification of Graph Convolutional Networks: A Matrix Factorization-based Perspective
In recent years, substantial progress has been made on Graph Convolution...
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06/30/2020
Multifunctional Meta-Optic Systems: Inversely Designed with Artificial Intelligence
Flat optics foresees a new era of ultra-compact optical devices, where m...
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04/27/2020
An Empirical Study on Feature Discretization
When dealing with continuous numeric features, we usually adopt feature ...
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04/23/2019
CPM-sensitive AUC for CTR prediction
The prediction of click-through rate (CTR) is crucial for industrial app...
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01/18/2019
Metasurfaces for near-eye augmented reality
Augmented reality (AR) has the potential to revolutionize the way in whi...
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05/25/2018