Semi-supervised Skin Detection by Network with Mutual Guidance

Yi He, Jiayuan Shi, Chuan Wang +5

The paper proposes a semi‑supervised dual‑task neural network that jointly detects skin and human body in portrait images, using each decoder’s output to guide the other, achieving…

Cross-Modal Attentional Context Learning for RGB-D Object Detection

Guanbin Li, Yukang Gan, Hejun Wu +2

Visual Question Reasoning on General Dependency Tree

Qingxing Cao, Xiaodan Liang, Bailing Li +2

Visual Saliency Detection Based on Multiscale Deep CNN Features

Guanbin Li, Yizhou Yu

Context-Aware Semantic Inpainting

Haofeng Li, Guanbin Li, Liang Lin +1

ROSA: Robust Salient Object Detection against Adversarial Attacks

Haofeng Li, Guanbin Li, Yizhou Yu

FRAME Revisited: An Interpretation View Based on Particle Evolution

Xu Cai, Yang Wu, Guanbin Li +2

Crowd Counting using Deep Recurrent Spatial-Aware Network

Lingbo Liu, Hongjun Wang, Guanbin Li +2

Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview

Lili Huang, Jiefeng Peng, Ruimao Zhang +2

Instance-Level Salient Object Segmentation

Guanbin Li, Yuan Xie, Liang Lin +1

Weakly Supervised Salient Object Detection Using Image Labels

Guanbin Li, Yuan Xie, Liang Lin

Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching

Ziliang Chen, Zhanfu Yang, Xiaoxi Wang +4

Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning

Yukai Shi, Guanbin Li, Qingxing Cao +2

Facial Landmark Machines: A Backbone-Branches Architecture with Progressive Representation Learning

Lingbo Liu, Guanbin Li, Yuan Xie +3

Non-locally Enhanced Encoder-Decoder Network for Single Image De-raining

Guanbin Li, Xiang He, Wei Zhang +3

Contrast-Oriented Deep Neural Networks for Salient Object Detection

Guanbin Li, Yizhou Yu

Attention-Aware Face Hallucination via Deep Reinforcement Learning

Qingxing Cao, Liang Lin, Yukai Shi +2

Attentive Crowd Flow Machines

Lingbo Liu, Ruimao Zhang, Jiefeng Peng +3

Multi-label Image Recognition by Recurrently Discovering Attentional Regions

Zhouxia Wang, Tianshui Chen, Guanbin Li +2

Deep RBFNet: Point Cloud Feature Learning using Radial Basis Functions

Weikai Chen, Xiaoguang Han, Guanbin Li +4

Recurrent Attentional Reinforcement Learning for Multi-label Image Recognition

Tianshui Chen, Zhouxia Wang, Guanbin Li +1

Contextualized Spatial-Temporal Network for Taxi Origin-Destination Demand Prediction

Lingbo Liu, Zhilin Qiu, Guanbin Li +3

Harvesting Visual Objects from Internet Images via Deep Learning Based Objectness Assessment

Kan Wu, Guanbin Li, Haofeng Li +2

Visual Saliency Based on Multiscale Deep Features

Guanbin Li, Yizhou Yu

Deep Contrast Learning for Salient Object Detection

Guanbin Li, Yizhou Yu

Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation

Ruijia Xu, Guanbin Li, Jihan Yang +1

The paper introduces an Adaptive Feature Norm (AFN) method that enlarges feature norms to improve transferability in unsupervised domain adaptation, achieving large performance gai…

Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition

Guanbin Li, Xin Zhu, Yirui Zeng +2