IJCAI 2018

870 papers

Learning Robust Gaussian Process Regression for Visual Tracking

Linyu Zheng, Ming Tang, Jinqiao Wang

A Comparative Study of Transactional and Semantic Approaches for Predicting Cascades on Twitter

Yunwei Zhao, Can Wang, Chi-Hung Chi, Kwok-Yan Lam, Sen Wang

A Multi-task Learning Approach for Image Captioning

Wei Zhao, Benyou Wang, Jianbo Ye, Min Yang, Zhou Zhao

Distortion-aware CNNs for Spherical Images

Qiang Zhao, Chen Zhu, Feng Dai, Yike Ma, Guoqing Jin

Hi-Fi: Hierarchical Feature Integration for Skeleton Detection

KAI ZHAO, Wei Shen, Shanghua Gao, Dandan Li, Ming-Ming Cheng

3D-Aided Deep Pose-Invariant Face Recognition

Jian Zhao, Lin Xiong, Yu Cheng, Yi Cheng, Jianshu Li

Video Captioning with Tube Features

Bin Zhao, Xuelong Li, Xiaoqiang lu

Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask

Xi Zhang, Di Ma, Xu Ouyang, Shanshan Jiang, Lin Gan

Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid

ShengChuan Zhang, Rongrong Ji, Jie Hu, Yue Gao, Chia-Wen Lin

High Resolution Feature Recovering for Accelerating Urban Scene Parsing

Rui Zhang, Sheng Tang, Luoqi Liu, Yongdong Zhang, Jintao Li

Salient Object Detection by Lossless Feature Reflection

Pingping Zhang, Wei Liu, Huchuan Lu, Chunhua Shen

Markov Random Neural Fields for Face Sketch Synthesis

Mingjin Zhang, Nannan Wang, Xinbo Gao, Yunsong Li

Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification

Chenrui Zhang, Yuxin Peng

Visual Data Synthesis via GAN for Zero-Shot Video Classification

Chenrui Zhang, Yuxin Peng

SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification

Kun Yuan, Qian Zhang, Chang Huang, SHIMING XIANG, Chunhong Pan

Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding

Zhou Yu, Jun Yu, Chenchao Xiang, Zhou Zhao, Qi Tian

Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks

Feiwu Yu, Xinxiao Wu, Yuchao Sun, Lixin Duan

Adversarial Attribute-Image Person Re-identification

Zhou Yin, Wei-Shi Zheng, Ancong Wu, Hong-Xing Yu, Hai Wan

Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking

Mang Ye, Zheng Wang, Xiangyuan Lan, Pong C. Yuen

Extracting Privileged Information from Untagged Corpora for Classifier Learning

Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Xian-Sheng Hua

SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation

Tsun-Yi Yang, Yi-Hsuan Huang, Yen-yu Lin, Pi-Cheng Hsiu, Yung-Yu Chuang

IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection

Qiangpeng Yang, Mengli Cheng, Wenmeng Zhou, Yan Chen, Minghui Qiu

Semantic Structure-based Unsupervised Deep Hashing

Erkun Yang, Cheng Deng, Tongliang Liu, Wei Liu, Dacheng Tao

Multi-task Layout Analysis for Historical Handwritten Documents Using Fully Convolutional Networks

Yue Xu, Fei Yin, Zhaoxiang Zhang, Cheng-lin Liu

Evaluating Brush Movements for Chinese Calligraphy: A Computer Vision Based Approach

Pengfei Xu, Lei Wang, Ziyu Guan, Xia Zheng, Xiaojiang Chen

Fine-grained Image Classification by Visual-Semantic Embedding

Huapeng Xu, Guilin Qi, Jingjing Li, Meng Wang, Kang Xu

Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters

Zheng Wu, Ruiheng Chang, Jiaxu Ma, Cewu Lu, Chi Keung Tang

Multi-modal Circulant Fusion for Video-to-Language and Backward

Aming Wu, Yahong Han

Deep Reasoning with Knowledge Graph for Social Relationship Understanding

Zhouxia Wang, Tianshui Chen, Jimmy Ren, Weihao Yu, Hui Cheng

HCR-Net: A Hybrid of Classification and Regression Network for Object Pose Estimation

Zairan Wang, Weiming Li, Yueying Kao, Dongqing Zou, Qiang Wang

Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion

Yupei Wang, Xin Zhao, Yin Li, Xuecai Hu, Kaiqi Huang

Deep Propagation Based Image Matting

Yu Wang, Yi Niu, Peiyong Duan, Jianwei Lin, Yuanjie Zheng

Ensemble Soft-Margin Softmax Loss for Image Classification

Xiaobo Wang, Shifeng Zhang, Zhen Lei, Si Liu, Xiaojie Guo

Do not Lose the Details: Reinforced Representation Learning for High Performance Visual Tracking

Qiang Wang, Mengdan Zhang, Junliang Xing, Jin Gao, Weiming Hu

DRPose3D: Depth Ranking in 3D Human Pose Estimation

Min Wang, Xipeng Chen, Wentao Liu, Chen Qian, Liang Lin

Collaborative Learning for Weakly Supervised Object Detection

Jiajie Wang, Jiangchao Yao, Ya Zhang, Rui Zhang

Uncertainty Sampling for Action Recognition via Maximizing Expected Average Precision

Hanmo Wang, Xiaojun Chang, Lei Shi, Yi Yang, Yi-Dong Shen

Collaborative and Attentive Learning for Personalized Image Aesthetic Assessment

Guolong Wang, Junchi Yan, Zheng Qin

Representation Learning for Scene Graph Completion via Jointly Structural and Visual Embedding

Hai Wan, Yonghao Luo, Bo Peng, Wei-Shi Zheng

CR-GAN: Learning Complete Representations for Multi-view Generation

Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas

Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamics

Yongyi Tang, Lin Ma, Wei Liu, Wei-Shi Zheng

Image-level to Pixel-wise Labeling: From Theory to Practice

Tiezhu Sun, Wei Zhang, Zhijie Wang, Lin Ma, Zequn Jie

Learning to Write Stylized Chinese Characters by Reading a Handful of Examples

Danyang Sun, Tongzheng Ren, Chongxuan Li, Hang Su, Jun Zhu

Hierarchical Graph Structure Learning for Multi-View 3D Model Retrieval

Yuting Su, Wenhui Li, Anan Liu, Weizhi Nie

From Pixels to Objects: Cubic Visual Attention for Visual Question Answering

Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen

Dual Conditional GANs for Face Aging and Rejuvenation

Jingkuan Song, Jingqiu Zhang, Lianli Gao, Xianglong Liu, Heng Tao Shen

Cross-media Multi-level Alignment with Relation Attention Network

Jinwei Qi, Yuxin Peng, Yuxin Yuan

Dilated Convolutional Network with Iterative Optimization for Continuous Sign Language Recognition

Junfu Pu, Wengang Zhou, Houqiang Li

MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation

David Keetae Park, Seungjoo Yoo, Hyojin Bahng, Jaegul Choo, Noseong Park

Progressive Generative Hashing for Image Retrieval

Yuqing Ma, Yue He, Fan Ding, Sheng Hu, Jun Li

DEL: Deep Embedding Learning for Efficient Image Segmentation

Yun Liu, Peng-tao Jiang, Vahan Petrosyan, Shi-Jie Li, Jiawang Bian

H-Net: Neural Network for Cross-domain Image Patch Matching

Weiquan Liu, Xuelun Shen, Cheng Wang, Zhihong Zhang, Chenglu Wen

Crowd Counting using Deep Recurrent Spatial-Aware Network

Lingbo Liu, Hongjun Wang, Guanbin Li, Wanli Ouyang, Liang Lin

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach

Ding Liu, Bihan Wen, Xianming Liu, Zhangyang Wang, Thomas Huang

Deep Attribute Guided Representation for Heterogeneous Face Recognition

Decheng Liu, Nannan Wang, Chunlei Peng, Jie Li, Xinbo Gao

Cross-Domain 3D Model Retrieval via Visual Domain Adaption

Anan Liu, Shu Xiang, Wenhui Li, Weizhi Nie, Yuting Su

Multi-Level Policy and Reward Reinforcement Learning for Image Captioning

Anan Liu, Ning Xu, Hanwang Zhang, Weizhi Nie, Yuting Su

Live Face Verification with Multiple Instantialized Local Homographic Parameterization

CHEN LIN, Zhouyingcheng Liao, Peng Zhou, Jianguo Hu, Bingbing Ni

Deeply-Supervised CNN Model for Action Recognition with Trainable Feature Aggregation

Yang Li, Kan Li, Xinxin Wang

Nonrigid Points Alignment with Soft-weighted Selection

Xuelong Li, Jian Yang, Qi Wang

Image Cationing with Visual-Semantic LSTM

Nannan Li, Zhenzhong Chen

Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation

CHAO LI, Qiaoyong Zhong, Di Xie, Shiliang Pu

Feature Integration with Adaptive Importance Maps for Visual Tracking

Aishi Li, Ming Yang, Wanqi Yang

Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination

Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma

Semantic Locality-Aware Deformable Network for Clothing Segmentation

Wei Ji, Xi Li, Yueting Zhuang, Omar El Farouk Bourahla, Yixin Ji

Human Motion Generation via Cross-Space Constrained Sampling

Zhongyue Huang, Jingwei Xu, Bingbing Ni

Co-attention CNNs for Unsupervised Object Co-segmentation

Kuang-Jui Hsu, Yen-yu Lin, Yung-Yu Chuang

StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization

Xiangteng He, Yuxin Peng, Junjie Zhao

Harnessing Synthesized Abstraction Images to Improve Facial Attribute Recognition

Keke He, Yanwei Fu, Wuhao Zhang, Chengjie Wang, Yu-Gang Jiang

View-Volume Network for Semantic Scene Completion from a Single Depth Image

Yuxiao Guo, Xin Tong

Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints

Lianli Gao, Jingkuan Song, Dongxiang Zhang, Heng Tao Shen

Age Estimation Using Expectation of Label Distribution Learning

Bin-Bin Gao, Hong-Yu Zhou, Jianxin Wu, Xin Geng

Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification

Hehe Fan, Zhongwen Xu, Linchao Zhu, Chenggang Yan, Jianjun Ge

Enhanced-alignment Measure for Binary Foreground Map Evaluation

Deng-Ping Fan, Cheng Gong, Yang Cao, Bo Ren, Ming-Ming Cheng

Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss

Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Pheng-Ann Heng

R³Net: Recurrent Residual Refinement Network for Saliency Detection

Zijun Deng, Xiaowei Hu, LEI ZHU, Xuemiao Xu, Jing Qin

Cross-Modality Person Re-Identification with Generative Adversarial Training

Pingyang Dai, Rongrong Ji, Haibin Wang, Qiong Wu, Yuyu Huang

Siamese CNN-BiLSTM Architecture for 3D Shape Representation Learning

Guoxian Dai, Jin Xie, Yi Fang

Dual Adversarial Networks for Zero-shot Cross-media Retrieval

Jingze Chi, Yuxin Peng

Anonymizing k Facial Attributes via Adversarial Perturbations

Saheb Chhabra, Richa Singh, Mayank Vatsa, Gaurav Gupta

Multi-scale and Discriminative Part Detectors Based Features for Multi-label Image Classification

Gong Cheng, Decheng Gao, Yang Liu, Junwei Han

Scanpath Prediction for Visual Attention using IOR-ROI LSTM

Zhenzhong Chen, Wanjie Sun

Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks

Yunpeng Chen, Xiaojie Jin, Bingyi Kang, Jiashi Feng, Shuicheng Yan

Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition

Tianshui Chen, Liang Lin, Riquan Chen, Yang Wu, Xiaonan Luo

Deep View-Aware Metric Learning for Person Re-Identification

Pu Chen, Xinyi Xu, Cheng Deng

Learning Deep Unsupervised Binary Codes for Image Retrieval

Junjie Chen, William K. Cheung, Anran Wang

Show, Observe and Tell: Attribute-driven Attention Model for Image Captioning

Hui Chen, guiguang ding, Zijia Lin, Sicheng Zhao, Jungong Han

MEnet: A Metric Expression Network for Salient Object Segmentation

Shulian Cai, Jiabin Huang, Delu Zeng, Xinghao Ding, John Paisley

Strategyproof and Fair Matching Mechanism for Union of Symmetric M-convex Constraints

Yuzhe Zhang, Kentaro Yahiro, Nathanaël Barrot, Makoto Yokoo

Socially Motivated Partial Cooperation in Multi-agent Local Search

Tal Ze'evi, Roie Zivan, Omer Lev

Multiwinner Voting with Restricted Admissible Sets: Complexity and Strategyproofness

Yongjie Yang, Jianxin Wang

Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid

Yaodong Yang, Jianye Hao, Mingyang Sun, Zan Wang, Changjie Fan

Keeping in Touch with Collaborative UAVs: A Deep Reinforcement Learning Approach

Bo Yang, Min Liu

Exact Algorithms and Complexity of Kidney Exchange

Mingyu Xiao, Xuanbei Wang

Budget-feasible Procurement Mechanisms in Two-sided Markets

Weiwei Wu, Xiang Liu, Minming Li

A Cloaking Mechanism to Mitigate Market Manipulation

Xintong Wang, Yevgeniy Vorobeychik, Michael P. Wellman

Extended Increasing Cost Tree Search for Non-Unit Cost Domains

Thayne T. Walker, Nathan R. Sturtevant, Ariel Felner

A Decentralised Approach to Intersection Traffic Management

Huan Vu, Samir Aknine, Sarvapali D. Ramchurn

Efficient Computation of Approximate Equilibria in Discrete Colonel Blotto Games

Dong Quan Vu, Patrick Loiseau, Alonso Silva

Designing the Game to Play: Optimizing Payoff Structure in Security Games

Zheyuan Ryan Shi, Ziye Tang, Long Tran-Thanh, Rohit Singh, Fei Fang