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05/03/2023
Where We Have Arrived in Proving the Emergence of Sparse Symbolic Concepts in AI Models
This paper aims to prove the emergence of symbolic concepts in well-trai...
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04/03/2023
Can the Inference Logic of Large Language Models be Disentangled into Symbolic Concepts?
In this paper, we explain the inference logic of large language models (...
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10/17/2022
Defects of Convolutional Decoder Networks in Frequency Representation
In this paper, we prove representation bottlenecks of a cascaded convolu...
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05/30/2022
Batch Normalization Is Blind to the First and Second Derivatives of the Loss
In this paper, we prove the effects of the BN operation on the back-prop...
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11/05/2021
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing
In this paper, we evaluate the quality of knowledge representations enco...
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07/09/2021
Interpretable Compositional Convolutional Neural Networks
The reasonable definition of semantic interpretability presents the core...
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10/01/2020
A posteriori Error Estimates for Numerical Solutions to Hyperbolic Conservation Laws
The paper is concerned with a posteriori error bounds for a wide class o...
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08/03/2020
Automated Segmentation of Brain Gray Matter Nuclei on Quantitative Susceptibility Mapping Using Deep Convolutional Neural Network
Abnormal iron accumulation in the brain subcortical nuclei has been repo...
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02/24/2020
Spatial-Temporal Moving Target Defense: A Markov Stackelberg Game Model
Moving target defense has emerged as a critical paradigm of protecting a...
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11/20/2019
Utility Analysis of Network Architectures for 3D Point Cloud Processing
In this paper, we diagnose deep neural networks for 3D point cloud proce...
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11/20/2019
3D-Rotation-Equivariant Quaternion Neural Networks
This paper proposes a set of rules to revise various neural networks for...
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11/14/2018
Multi-Winner Contests for Strategic Diffusion in Social Networks
Strategic diffusion encourages participants to take active roles in prom...
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03/17/2018
Toward Understanding the Impact of User Participation in Autonomous Ridesharing Systems
Autonomous ridesharing systems (ARS) promise many societal and environme...
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11/20/2017
Emerging Privacy Issues and Solutions in Cyber-Enabled Sharing Services
Fast development of sharing services becomes a crucial part of the proce...
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09/12/2017
Information Design in Crowdfunding under Thresholding Policies
In crowdfunding, an entrepreneur often has to decide how to disclose the...
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08/07/2017
Regulating Highly Automated Robot Ecologies: Insights from Three User Studies
Highly automated robot ecologies (HARE), or societies of independent aut...
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03/07/2016