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researcher

Bencheng Liao

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV3

identity via Semantic Scholar / OpenAlex

most citedYou Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection

195 citations · 225 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2022★ 4 cited

Perceive, Interact, Predict: Learning Dynamic and Static Clues for End-to-End Motion Prediction

Bo Jiang, Shaoyu Chen, Xinggang Wang +7

Motion prediction is highly relevant to the perception of dynamic objects and static map elements in the scenarios of autonomous driving. In this work, we propose PIP, the first en…

cs.CV2021★ 195 cited

You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection

Yuxin Fang, Bencheng Liao, Xinggang Wang +5

Can Transformer perform 2D object- and region-level recognition from a pure sequence-to-sequence perspective with minimal knowledge about the 2D spatial structure? To answer this q…

cs.CV2021★ 26 cited

Real-Time and Accurate Object Detection in Compressed Video by Long Short-term Feature Aggregation

Xinggang Wang, Zhaojin Huang, Bencheng Liao +3

Video object detection is a fundamental problem in computer vision and has a wide spectrum of applications. Based on deep networks, video object detection is actively studied for p…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.