Search Results for author: Quanlong Guan

Found 6 papers, 1 papers with code

Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach

no code implementations15 Dec 2023 Ziliang Chen, Yongsen Zheng, Zhao-Rong Lai, Quanlong Guan, Liang Lin

Invariant representation learning (IRL) encourages the prediction from invariant causal features to labels de-confounded from the environments, advancing the technical roadmap of out-of-distribution (OOD) generalization.

feature selection Representation Learning

Variants of Tagged Sentential Decision Diagrams

no code implementations16 Nov 2023 Deyuan Zhong, Mingwei Zhang, Quanlong Guan, Liangda Fang, Zhaorong Lai, Yong Lai

The standard ones minimize the size of sentential decision diagrams (SDDs) while the zero-suppressed trimming rules have the same objective as the standard ones but for zero-suppressed sentential decision diagrams (ZSDDs).

VSRQ: Quantitative Assessment Method for Safety Risk of Vehicle Intelligent Connected System

no code implementations3 May 2023 Tian Zhang, Wenshan Guan, Hao Miao, Xiujie Huang, Zhiquan Liu, Chaonan Wang, Quanlong Guan, Liangda Fang, Zhifei Duan

We evaluate the model on OpenPilot and experimentally demonstrate the effectiveness of the VSRQ model in identifying the safety of vehicle intelligent connected systems.

A Retrospect to Multi-prompt Learning across Vision and Language

no code implementations ICCV 2023 Ziliang Chen, Xin Huang, Quanlong Guan, Liang Lin, Weiqi Luo

The vision community is undergoing the unprecedented progress with the emergence of Vision-Language Pretraining Models (VLMs).

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