Wen Shen | DeepAI

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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...

0 Qihan Ren, et al. ∙

∙ 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 (...

1 Wen Shen, et al. ∙

∙ 10/17/2022

Defects of Convolutional Decoder Networks in Frequency Representation

In this paper, we prove representation bottlenecks of a cascaded convolu...

14 Ling Tang, et al. ∙

∙ 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...

19 Zhanpeng Zhou, et al. ∙

∙ 11/05/2021

Interpreting Representation Quality of DNNs for 3D Point Cloud Processing

In this paper, we evaluate the quality of knowledge representations enco...

0 Wen Shen, et al. ∙

∙ 07/09/2021

Interpretable Compositional Convolutional Neural Networks

The reasonable definition of semantic interpretability presents the core...

0 Wen Shen, et al. ∙

∙ 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...

0 Alberto Bressan, et al. ∙

∙ 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...

6 Chao Chai, et al. ∙

∙ 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...

0 Wen Shen, et al. ∙

∙ 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...

8 Shikun Huang, et al. ∙

∙ 11/20/2019

3D-Rotation-Equivariant Quaternion Neural Networks

This paper proposes a set of rules to revise various neural networks for...

26 BinBin Zhang, et al. ∙

∙ 11/14/2018

Multi-Winner Contests for Strategic Diffusion in Social Networks

Strategic diffusion encourages participants to take active roles in prom...

0 Wen Shen, et al. ∙

∙ 03/17/2018

Toward Understanding the Impact of User Participation in Autonomous Ridesharing Systems

Autonomous ridesharing systems (ARS) promise many societal and environme...

0 Wen Shen, et al. ∙

∙ 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...

0 Ke Yan, et al. ∙

∙ 09/12/2017

Information Design in Crowdfunding under Thresholding Policies

In crowdfunding, an entrepreneur often has to decide how to disclose the...

0 Wen Shen, et al. ∙

∙ 08/07/2017

Regulating Highly Automated Robot Ecologies: Insights from Three User Studies

Highly automated robot ecologies (HARE), or societies of independent aut...

0 Wen Shen, et al. ∙

∙ 03/07/2016

An Online Mechanism for Ridesharing in Autonomous Mobility-on-Demand Systems

With proper management, Autonomous Mobility-on-Demand (AMoD) systems hav...

0 Wen Shen, et al. ∙

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