Search Results for author: Zhipeng Zhao

Found 7 papers, 4 papers with code

PhysORD: A Neuro-Symbolic Approach for Physics-infused Motion Prediction in Off-road Driving

1 code implementation2 Apr 2024 Zhipeng Zhao, Bowen Li, Yi Du, Taimeng Fu, Chen Wang

To bridge this gap, we present PhysORD, a neural-symbolic approach integrating the conservation law, i. e., the Euler-Lagrange equation, into data-driven neural models for motion prediction in off-road driving.

motion prediction

Dynamic Domain Discrepancy Adjustment for Active Multi-Domain Adaptation

no code implementations26 Jul 2023 Long Liu, Bo Zhou, Zhipeng Zhao, Zening Liu

This mechanism controls the alignment level of features between each source domain and the target domain, effectively leveraging the local advantageous feature information within the source domains.

Multi-Source Unsupervised Domain Adaptation Unsupervised Domain Adaptation

Alleviating the Long-Tail Problem in Conversational Recommender Systems

1 code implementation21 Jul 2023 Zhipeng Zhao, Kun Zhou, Xiaolei Wang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen

Conversational recommender systems (CRS) aim to provide the recommendation service via natural language conversations.

Recommendation Systems Retrieval

Multi-Granularity Detector for Vulnerability Fixes

1 code implementation23 May 2023 Truong Giang Nguyen, Thanh Le-Cong, Hong Jin Kang, Ratnadira Widyasari, Chengran Yang, Zhipeng Zhao, Bowen Xu, Jiayuan Zhou, Xin Xia, Ahmed E. Hassan, Xuan-Bach D. Le, David Lo

To address these challenges and boost the effectiveness of prior works, we propose MiDas (Multi-Granularity Detector for Vulnerability Fixes).

Attention-Enhanced Cross-modal Localization Between 360 Images and Point Clouds

no code implementations6 Dec 2022 Zhipeng Zhao, Huai Yu, Chenwei Lyv, Wen Yang, Sebastian Scherer

To overcome this limitation, we focus on correlating the information of 360 equirectangular images to point clouds, proposing an end-to-end learnable network to conduct cross-modal visual localization by establishing similarity in high-dimensional feature space.

Autonomous Driving Camera Localization +1

Self-attention Comparison Module for Boosting Performance on Retrieval-based Open-Domain Dialog Systems

no code implementations21 Dec 2020 Tian Lan, Xian-Ling Mao, Zhipeng Zhao, Wei Wei, Heyan Huang

Since the pre-trained language models are widely used, retrieval-based open-domain dialog systems, have attracted considerable attention from researchers recently.

Open-Domain Dialog Retrieval

Using Vivado-HLS for Structural Design: a NoC Case Study

1 code implementation27 Oct 2017 Zhipeng Zhao, James C. Hoe

Ultimately, we succeeded in using Vivado-HLS to produce router and NoC modules that are exact cycle- and bit-accurate replacements of our reference RTL-based router and NoC modules.

Hardware Architecture

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