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08/03/2023
A Novel Convolutional Neural Network Architecture with a Continuous Symmetry
This paper introduces a new Convolutional Neural Network (ConvNet) archi...
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07/12/2022
Uncertainty-Aware Learning Against Label Noise on Imbalanced Datasets
Learning against label noise is a vital topic to guarantee a reliable pe...
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05/05/2022
Contrastive Multi-view Hyperbolic Hierarchical Clustering
Hierarchical clustering recursively partitions data at an increasingly f...
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08/11/2021
Capture Uncertainties in Deep Neural Networks for Safe Operation of Autonomous Driving Vehicles
Uncertainties in Deep Neural Network (DNN)-based perception and vehicle'...
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06/16/2021
2nd Place Solution for Waymo Open Dataset Challenge – Real-time 2D Object Detection
In an autonomous driving system, it is essential to recognize vehicles, ...
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05/28/2021
18.8 Gbps real-time quantum random number generator with a photonic integrated chip
Quantum random number generators (QRNGs) can produce true random numbers...
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10/15/2020
Reliable Evaluations for Natural Language Inference based on a Unified Cross-dataset Benchmark
Recent studies show that crowd-sourced Natural Language Inference (NLI) ...
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10/11/2020
Domain Agnostic Learning for Unbiased Authentication
Authentication is the task of confirming the matching relationship betwe...
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09/06/2020
Hybrid Differentially Private Federated Learning on Vertically Partitioned Data
We present HDP-VFL, the first hybrid differentially private (DP) framewo...
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08/25/2020
A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations
Privacy-preserving recommendations are recently gaining momentum, since ...
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06/10/2020
Why is Attention Not So Attentive?
Attention-based methods have played an important role in model interpret...
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06/09/2020
Adversarial Infidelity Learning for Model Interpretation
Model interpretation is essential in data mining and knowledge discovery...
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05/27/2020
General-Purpose User Embeddings based on Mobile App Usage
In this paper, we report our recent practice at Tencent for user modelin...
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04/29/2020
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting
With the recent proliferation of the use of text classifications, resear...
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04/07/2020
CSRN: Collaborative Sequential Recommendation Networks for News Retrieval
Nowadays, news apps have taken over the popularity of paper-based media,...
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02/27/2020
Generating Followup Questions for Interpretable Multi-hop Question Answering
We propose a framework for answering open domain multi-hop questions in ...
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09/10/2019
Mitigating Annotation Artifacts in Natural Language Inference Datasets to Improve Cross-dataset Generalization Ability
Natural language inference (NLI) aims at predicting the relationship bet...
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05/15/2019
