output
20152020
most citedA General Multi-Graph Matching Approach via Graduated Consistency-regularized Boosting

180 citations

6 papers

cs.CV2020★ 16 cited

Towards Cross-Granularity Few-Shot Learning: Coarse-to-Fine Pseudo-Labeling with Visual-Semantic Meta-Embedding

Jinhai Yang, Hua Yang, Lin Chen

Few-shot learning aims at rapidly adapting to novel categories with only a handful of samples at test time, which has been predominantly tackled with the idea of meta-learning. How…

cs.CV2020★ 32 cited

Attentive Semantic Exploring for Manipulated Face Detection

Zehao Chen, Hua Yang

Face manipulation methods develop rapidly in recent years, whose potential risk to society accounts for the emerging of researches on detection methods. However, due to the diversi…

eess.IV2020★ 15 cited

2.75D: Boosting learning by representing 3D Medical imaging to 2D features for small data

Xin Wang, Ruisheng Su, Weiyi Xie +5

In medical-data driven learning, 3D convolutional neural networks (CNNs) have started to show superior performance to 2D CNNs in numerous deep learning tasks, proving the added val…

cs.CV2019★ 82 cited

How is Gaze Influenced by Image Transformations? Dataset and Model

Zhaohui Che, Ali Borji, Guangtao Zhai +3

Data size is the bottleneck for developing deep saliency models, because collecting eye-movement data is very time consuming and expensive. Most of current studies on human attenti…

cs.LG2016★ 1 cited

Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes

Hongteng Xu, Weichang Wu, Shamim Nemati +1

Over the past decade the rate of care unit (CU) use in the United States has been increasing. With an aging population and ever-growing demand for medical care, effective managemen…

cs.CV2015★ 180 cited

A General Multi-Graph Matching Approach via Graduated Consistency-regularized Boosting

Junchi Yan, Minsu Cho, Hongyuan Zha +2

This paper addresses the problem of matching weighted graphs referring to an identical object or category. More specifically, matching the common node correspondences among gra…