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Wenzhe Wang

6 accepted papers

2025

SEM-RRT*: Fast Risk Assessment and Path Planning in Uneven Terrain using Statistical Elevation Map

IROS 2025

Path planning in uneven terrain scenarios is one of the core capabilities of intelligent off-road robots and vehicles. The complex terrain undulations often cause bumpy motion and sharp turns along the planned path, making smooth and safe path planning challenging. Most path planning methods in this

Cited by 0SourceScholar
2024

A Siamese Transformer with Hierarchical Refinement for Lane Detection

NeurIPS 2024poster

Lane detection is an important yet challenging task in autonomous driving systems. Existing lane detection methods mainly rely on finer-scale information to identify key points of lane lines. Since local information in realistic road environments is frequently obscured by other vehicles or affected…

Cited by 0SourcePDFScholar
2024

Handling The Non-Smooth Challenge in Tensor SVD: A Multi-Objective Tensor Recovery Framework

ECCV 2024poster

"Recently, numerous tensor singular value decomposition (t-SVD)-based tensor recovery methods have shown promise in processing visual data, such as color images and videos. However, these methods often suffer from severe performance degradation when confronted with tensor data exhibiting non-smooth…

2022

Handling Slice Permutations Variability in Tensor Recovery

AAAI 2022technical

This work studies the influence of slice permutations on tensor recovery, which is derived from a reasonable assumption about algorithm, i.e. changing data order should not affect the effectiveness of the algorithm. However, as we will discussed in this paper, this assumption is not satisfied by ten…

2021

Dig into Multi-modal Cues for Video Retrieval with Hierarchical Alignment

IJCAI 2021poster

Multi-modal cues presented in videos are usually beneficial for the challenging video-text retrieval task on internet-scale datasets. Recent video retrieval methods take advantage of multi-modal cues by aggregating them to holistic high-level semantics for matching with text representations in a glo…

Cited by 24SourcePDFScholar
2021

PR-Net: Preference Reasoning for Personalized Video Highlight Detection

ICCV 2021poster

Personalized video highlight detection aims to shorten a long video to interesting moments according to a user's preference, which has recently raised the community's attention. Current methods regard the user's history as holistic information to predict the user's preference but negating the inhere…

Cited by 14PDFScholar