1.5k citations · 3.2k across the 75 of their papers we have counts for
7 papers · 2 filters
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation
Junsong Fan, Zhaoxiang Zhang, Tieniu Tan +2
Weakly supervised semantic segmentation with only image-level labels saves large human effort to annotate pixel-level labels. Cutting-edge approaches rely on various innovative con…
Accelerating Deep Neural Networks with Spatial Bottleneck Modules
Junran Peng, Lingxi Xie, Zhaoxiang Zhang +2
This paper presents an efficient module named spatial bottleneck for accelerating the convolutional layers in deep neural networks. The core idea is to decompose convolution into t…
Pose-Guided Multi-Granularity Attention Network for Text-Based Person Search
Ya Jing, Chenyang Si, Junbo Wang +3
Text-based person search aims to retrieve the corresponding person images in an image database by virtue of a describing sentence about the person, which poses great potential for…
Variational Capsules for Image Analysis and Synthesis
Huaibo Huang, Lingxiao Song, Ran He +2
A capsule is a group of neurons whose activity vector models different properties of the same entity. This paper extends the capsule to a generative version, named variational caps…
Deep Steganalysis: End-to-End Learning with Supervisory Information beyond Class Labels
Wei Wang, Jing Dong, Yinlong Qian +1
Recently, deep learning has shown its power in steganalysis. However, the proposed deep models have been often learned from pre-calculated noise residuals with fixed high-pass filt…
DeepFirearm: Learning Discriminative Feature Representation for Fine-grained Firearm Retrieval
Jiedong Hao, Jing Dong, Wei Wang +1
There are great demands for automatically regulating inappropriate appearance of shocking firearm images in social media or identifying firearm types in forensics. Image retrieval…