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Zhigang Dai

3 papers hereh-index 4619 citations7 works total

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

author position
  • first author3

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

fields
  • cs.CV2
  • cs.CL1
same name
  • Zhigang Dai — 1 paper, h 1

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

most citedUP-DETR: Unsupervised Pre-training for Object Detection with Transformers

33 citations · 48 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2021★ 1 cited

UniMoCo: Unsupervised, Semi-Supervised and Full-Supervised Visual Representation Learning

Zhigang Dai, Bolun Cai, Yugeng Lin +1

Momentum Contrast (MoCo) achieves great success for unsupervised visual representation. However, there are a lot of supervised and semi-supervised datasets, which are already label…

cs.CV2020★ 33 cited

UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

Zhigang Dai, Bolun Cai, Yugeng Lin +1

DEtection TRansformer (DETR) for object detection reaches competitive performance compared with Faster R-CNN via a transformer encoder-decoder architecture. However, trained with s…

cs.CL2020★ 14 cited

Local Contextual Attention with Hierarchical Structure for Dialogue Act Recognition

Zhigang Dai, Jinhua Fu, Qile Zhu +3

Dialogue act recognition is a fundamental task for an intelligent dialogue system. Previous work models the whole dialog to predict dialog acts, which may bring the noise from unre…

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