Gaojie Jin | DeepAI

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Featured Co-authors

Han Yu
94 publications
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Liang Zhang
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Xiaowei Huang
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Sven Schewe
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Xinping Yi
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Pengfei Yang
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Cheng-Chao Huang
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∙ 08/11/2023

TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction Models

Robust pedestrian trajectory forecasting is crucial to developing safe a...

0 Liang Zhang, et al. ∙

∙ 03/19/2023

Randomized Adversarial Training via Taylor Expansion

In recent years, there has been an explosion of research into developing...

0 Gaojie Jin, et al. ∙

∙ 01/23/2023

Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff

Spiking neural networks (SNNs), a variant of artificial neural networks ...

0 Dengyu Wu, et al. ∙

∙ 12/22/2022

Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning

Cooperative multi-agent reinforcement learning (c-MARL) is widely applie...

0 Ronghui Mu, et al. ∙

∙ 03/11/2022

Enhancing Adversarial Training with Second-Order Statistics of Weights

Adversarial training has been shown to be one of the most effective appr...

10 Gaojie Jin, et al. ∙

∙ 01/23/2022

Weight Expansion: A New Perspective on Dropout and Generalization

While dropout is known to be a successful regularization technique, insi...

0 Gaojie Jin, et al. ∙

∙ 01/22/2022

Neuronal Correlation: a Central Concept in Neural Network

This paper proposes to study neural networks through neuronal correlatio...

0 Gaojie Jin, et al. ∙

∙ 10/12/2020

How does Weight Correlation Affect the Generalisation Ability of Deep Neural Networks

This paper studies the novel concept of weight correlation in deep neura...

1 Gaojie Jin, et al. ∙

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