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20192026
most citedA Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis

314 citations · 341 across the 25 of their papers we have counts for

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8 papers · 1 filter

cs.CV2023

3Deformer: A Common Framework for Image-Guided Mesh Deformation

Hao Su, Xuefeng Liu, Jianwei Niu +2

We propose 3Deformer, a general-purpose framework for interactive 3D shape editing. Given a source 3D mesh with semantic materials, and a user-specified semantic image, 3Deformer c…

cs.CV2023★ 4 cited

OpenVIS: Open-vocabulary Video Instance Segmentation

Pinxue Guo, Tony Huang, Peiyang He +4

Open-vocabulary Video Instance Segmentation (OpenVIS) can simultaneously detect, segment, and track arbitrary object categories in a video, without being constrained to categories…

cs.CV2021

MARVEL: Raster Manga Vectorization via Primitive-wise Deep Reinforcement Learning

Hao Su, Jianwei Niu, Xuefeng Liu +2

Manga is a fashionable Japanese-style comic form that is composed of black-and-white strokes and is generally displayed as raster images on digital devices. Typical mangas have sim…

cs.CV2021

Visformer: The Vision-friendly Transformer

Zhengsu Chen, Lingxi Xie, Jianwei Niu +3

The past year has witnessed the rapid development of applying the Transformer module to vision problems. While some researchers have demonstrated that Transformer-based models enjo…

cs.CV2020

SelectScale: Mining More Patterns from Images via Selective and Soft Dropout

Zhengsu Chen, Jianwei Niu, Xuefeng Liu +1

Convolutional neural networks (CNNs) have achieved remarkable success in image recognition. Although the internal patterns of the input images are effectively learned by the CNNs,…

cs.CV2020★ 3 cited

An End-to-end Method for Producing Scanning-robust Stylized QR Codes

Hao Su, Jianwei Niu, Xuefeng Liu +4

Quick Response (QR) code is one of the most worldwide used two-dimensional codes.~Traditional QR codes appear as random collections of black-and-white modules that lack visual sema…

cs.CV2020

Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio

Zhengsu Chen, Jianwei Niu, Lingxi Xie +3

Automatic designing computationally efficient neural networks has received much attention in recent years. Existing approaches either utilize network pruning or leverage the networ…

cs.CV2020★ 2 cited

MangaGAN: Unpaired Photo-to-Manga Translation Based on The Methodology of Manga Drawing

Hao Su, Jianwei Niu, Xuefeng Liu +3

Manga is a world popular comic form originated in Japan, which typically employs black-and-white stroke lines and geometric exaggeration to describe humans' appearances, poses, and…