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researcher

Xiaoliang Xie

20 papers hereh-index 191.2k citations144 works total

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

author position
  • middle author18

Across the 18 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CV8
  • cs.RO5
  • eess.IV3
  • cs.LG2
  • eess.SP2

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedRAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical Instruments

24 citations · 27 across the 14 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023

CROP: Conservative Reward for Model-based Offline Policy Optimization

Hao Li, Xiao-Hu Zhou, Shu-Hai Li +6

Offline reinforcement learning (RL) aims to optimize a policy using collected data without online interactions. Model-based approaches are particularly appealing for addressing off…

cs.LG2023★ 1 cited

DOMAIN: MilDly COnservative Model-BAsed OfflINe Reinforcement Learning

Xiao-Yin Liu, Xiao-Hu Zhou, Mei-Jiang Gui +7

Model-based reinforcement learning (RL), which learns an environment model from the offline dataset and generates more out-of-distribution model data, has become an effective appro…

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