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Deyin Liu

7 papers hereh-index 12473 citations22 works total

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

author position
  • first author1
  • middle author4

Across the 5 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CV4
  • cs.LG2
  • cs.NI1
same name
  • Deyin Liu — 12 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedHierTrain: Fast Hierarchical Edge AI Learning with Hybrid Parallelism in Mobile-Edge-Cloud Computing

6 citations · 12 across the 7 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

cs.CV2022★ 2 cited

Asymmetric Cross-Scale Alignment for Text-Based Person Search

Zhong Ji, Junhua Hu, Deyin Liu +2

Text-based person search (TBPS) is of significant importance in intelligent surveillance, which aims to retrieve pedestrian images with high semantic relevance to a given text desc…

cs.CV2022

Pseudo-Pair based Self-Similarity Learning for Unsupervised Person Re-identification

Lin Wu, Deyin Liu, Wenying Zhang +5

Person re-identification (re-ID) is of great importance to video surveillance systems by estimating the similarity between a pair of cross-camera person shorts. Current methods for…

cs.LG2022

Jacobian Norm with Selective Input Gradient Regularization for Improved and Interpretable Adversarial Defense

Deyin Liu, Lin Wu, Haifeng Zhao +3

Deep neural networks (DNNs) are known to be vulnerable to adversarial examples that are crafted with imperceptible perturbations, i.e., a small change in an input image can induce…

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