AAAI 2020

1,794 papers

Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition

Hao Zhou, Wengang Zhou, Yun Zhou, Houqiang Li

Random Erasing Data Augmentation

Zhun Zhong, Liang Zheng, Guoliang Kang, Shaozi Li, Yi Yang

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression

Zhaohui Zheng, Ping Wang, Wei Liu, Jinze Li, Rongguang Ye

MemCap: Memorizing Style Knowledge for Image Captioning

Wentian Zhao, Xinxiao Wu, Xiaoxun Zhang

Multi-Source Distilling Domain Adaptation

Sicheng Zhao, Guangzhi Wang, Shanghang Zhang, Yang Gu, Yaxian Li

GTNet: Generative Transfer Network for Zero-Shot Object Detection

Shizhen Zhao, Changxin Gao, Yuanjie Shao, Lerenhan Li, Changqian Yu

Spherical Criteria for Fast and Accurate 360° Object Detection

Pengyu Zhao, Ansheng You, Yuanxing Zhang, Jiaying Liu, Kaigui Bian

JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds

Lin Zhao, Wenbing Tao

Zero-Shot Sketch-Based Image Retrieval via Graph Convolution Network

Zhaolong Zhang, Yuejie Zhang, Rui Feng, Tao Zhang, Weiguo Fan

Fully Convolutional Network for Consistent Voxel-Wise Correspondence

Yungeng Zhang, Yuru Pei, Yuke Guo, Gengyu Ma, Tianmin Xu

Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching

Youmin Zhang, Yimin Chen, Xiao Bai, Suihanjin Yu, Kun Yu

Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition

Yiyi Zhang, Li Niu, Ziqi Pan, Meichao Luo, Jianfu Zhang

When Radiology Report Generation Meets Knowledge Graph

Yixiao Zhang, Xiaosong Wang, Ziyue Xu, Qihang Yu, Alan Yuille

Find Objects and Focus on Highlights: Mining Object Semantics for Video Highlight Detection via Graph Neural Networks

Yingying Zhang, Junyu Gao, Xiaoshan Yang, Chang Liu, Yan Li

FACT: Fused Attention for Clothing Transfer with Generative Adversarial Networks

Yicheng Zhang, Lei Li, Li Song, Rong Xie, Wenjun Zhang

Multi-Instance Multi-Label Action Recognition and Localization Based on Spatio-Temporal Pre-Trimming for Untrimmed Videos

Xiao-Yu Zhang, Haichao Shi, Changsheng Li, Peng Li

Single Camera Training for Person Re-Identification

Tianyu Zhang, Lingxi Xie, Longhui Wei, Yongfei Zhang, Bo Li

Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language

Songyang Zhang, Houwen Peng, Jianlong Fu, Jiebo Luo

Knowledge Integration Networks for Action Recognition

Shiwen Zhang, Sheng Guo, Limin Wang, Weilin Huang, Matthew Scott

AutoRemover: Automatic Object Removal for Autonomous Driving Videos

Rong Zhang, Wei Li, Peng Wang, Chenye Guan, Jin Fang

Deep Camouflage Images

Qing Zhang, Gelin Yin, Yongwei Nie, Wei-Shi Zheng

3D Crowd Counting via Multi-View Fusion with 3D Gaussian Kernels

Qi Zhang, Antoni B. Chan

RIS-GAN: Explore Residual and Illumination with Generative Adversarial Networks for Shadow Removal

Ling Zhang, Chengjiang Long, Xiaolong Zhang, Chunxia Xiao

Pixel-Aware Deep Function-Mixture Network for Spectral Super-Resolution

Lei Zhang, Zhiqiang Lang, Peng Wang, Wei Wei, Shengcai Liao

Deep Object Co-Segmentation via Spatial-Semantic Network Modulation

Kaihua Zhang, Jin Chen, Bo Liu, Qingshan Liu

Model Watermarking for Image Processing Networks

Jie Zhang, Dongdong Chen, Jing Liao, Han Fang, Weiming Zhang

Rethinking the Image Fusion: A Fast Unified Image Fusion Network based on Proportional Maintenance of Gradient and Intensity

Hao Zhang, Han Xu, Yang Xiao, Xiaojie Guo, Jiayi Ma

FDN: Feature Decoupling Network for Head Pose Estimation

Hao Zhang, Mengmeng Wang, Yong Liu, Yi Yuan

Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification

Chuanyi Zhang, Yazhou Yao, Huafeng Liu, Guo-sen Xie, Xiangbo Shu

Shape-Oriented Convolution Neural Network for Point Cloud Analysis

Chaoyi Zhang, Yang Song, Lina Yao, Weidong Cai

Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach

Bingfeng Zhang, Jimin Xiao, Yunchao Wei, Mingjie Sun, Kaizhu Huang

Realistic Face Reenactment via Self-Supervised Disentangling of Identity and Pose

Xianfang Zeng, Yusu Pan, Mengmeng Wang, Jiangning Zhang, Yong Liu

Human Synthesis and Scene Compositing

Mihai Zanfir, Elisabeta Oneata, Alin-Ionut Popa, Andrei Zanfir, Cristian Sminchisescu

Patchy Image Structure Classification Using Multi-Orientation Region Transform

Xiaohan Yu, Yang Zhao, Yongsheng Gao, Shengwu Xiong, Xiaohui Yuan

Region Normalization for Image Inpainting

Tao Yu, Zongyu Guo, Xin Jin, Shilin Wu, Zhibo Chen

Cascading Convolutional Color Constancy

Huanglin Yu, Ke Chen, Kaiqi Wang, Yanlin Qian, Zhaoxiang Zhang

Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution

Yang You, Yujing Lou, Qi Liu, Yu-Wing Tai, Lizhuang Ma

Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification

Renchun You, Zhiyao Guo, Lei Cui, Xiang Long, Yingze Bao

Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution

Yingruo Fan, Jacqueline Lam, Victor Li

Joint Super-Resolution and Alignment of Tiny Faces

Yu Yin, Joseph Robinson, Yulun Zhang, Yun Fu

Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation

Renjiao Yi, Ping Tan, Stephen Lin

Object-Guided Instance Segmentation for Biological Images

Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner

Deep Discriminative CNN with Temporal Ensembling for Ambiguously-Labeled Image Classification

Yao Yao, Jiehui Deng, Xiuhua Chen, Chen Gong, Jianxin Wu

SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection

Lewei Yao, Hang Xu, Wei Zhang, Xiaodan Liang, Zhenguo Li

Context-Transformer: Tackling Object Confusion for Few-Shot Detection

Ze Yang, Yali Wang, Xianyu Chen, Jianzhuang Liu, Yu Qiao

Release the Power of Online-Training for Robust Visual Tracking

Yifan Yang, Guorong Li, Yuankai Qi, Qingming Huang

SOGNet: Scene Overlap Graph Network for Panoptic Segmentation

Yibo Yang, Hongyang Li, Xia Li, Qijie Zhao, Jianlong Wu

Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning

Wenhan Yang, Shiqi Wang, Dejia Xu, Xiaodong Wang, Jiaying Liu

FAN-Face: a Simple Orthogonal Improvement to Deep Face Recognition

Jing Yang, Adrian Bulat, Georgios Tzimiropoulos

An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation

Jihan Yang, Ruijia Xu, Ruiyu Li, Xiaojuan Qi, Xiaoyong Shen

Learning to Incorporate Structure Knowledge for Image Inpainting

jie Yang, Zhiquan Qi, Yong Shi

Asymmetric Co-Teaching for Unsupervised Cross-Domain Person Re-Identification

Fengxiang Yang, Ke Li, Zhun Zhong, Zhiming Luo, Xing Sun

Mining on Heterogeneous Manifolds for Zero-Shot Cross-Modal Image Retrieval

Fan Yang, Zheng Wang, Jing Xiao, Shin'ichi Satoh

Gated Convolutional Networks with Hybrid Connectivity for Image Classification

Chuanguang Yang, Zhulin An, Hui Zhu, Xiaolong Hu, Kun Zhang

FAS-Net: Construct Effective Features Adaptively for Multi-Scale Object Detection

Jiangqiao Yan, Yue Zhang, Zhonghan Chang, Tengfei Zhang, Menglong Yan

Shape-Aware Organ Segmentation by Predicting Signed Distance Maps

Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin

ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection

Zhenbo Xu, Wei Zhang, Xiaoqing Ye, Xiao Tan, Wei Yang

SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines

Yinda Xu, Zeyu Wang, Zuoxin Li, Ye Yuan, Gang Yu

CF-LSTM: Cascaded Feature-Based Long Short-Term Networks for Predicting Pedestrian Trajectory

Yi Xu, Jing Yang, Shaoyi Du

GDFace: Gated Deformation for Multi-View Face Image Synthesis

Xuemiao Xu, Keke Li, Cheng Xu, Shengfeng He

A Proposal-Based Approach for Activity Image-to-Video Retrieval

Ruicong Xu, Li Niu, Jianfu Zhang, Liqing Zhang

Planar Prior Assisted PatchMatch Multi-View Stereo

Qingshan Xu, Wenbing Tao

Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost Volume

Qingshan Xu, Wenbing Tao

Geometry Sharing Network for 3D Point Cloud Classification and Segmentation

Mingye Xu, Zhipeng Zhou, Yu Qiao

Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN

Hang Xu, Linpu Fang, Xiaodan Liang, Wenxiong Kang, Zhenguo Li

FusionDN: A Unified Densely Connected Network for Image Fusion

Han Xu, Jiayi Ma, Zhuliang Le, Junjun Jiang, Xiaojie Guo

Facial Attribute Capsules for Noise Face Super Resolution

Jingwei Xin, Nannan Wang, Xinrui Jiang, Jie Li, Xinbo Gao

Video Face Super-Resolution with Motion-Adaptive Feedback Cell

Jingwei Xin, Nannan Wang, Jie Li, Xinbo Gao, Zhifeng Li

PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion Module

Liang Xie, Chao Xiang, Zhengxu Yu, Guodong Xu, Zheng Yang

Segmenting Medical MRI via Recurrent Decoding Cell

Ying Wen, Kai Xie, Lianghua He

Motion-Based Generator Model: Unsupervised Disentanglement of Appearance, Trackable and Intrackable Motions in Dynamic Patterns

Jianwen Xie, Ruiqi Gao, Zilong Zheng, Song-chun Zhu, Ying Nian Wu

Adversarial Learning of Privacy-Preserving and Task-Oriented Representations

Taihong Xiao, Yi-Hsuan Tsai, Kihyuk Sohn, Manmohan Chandraker, Ming-Hsuan Yang

Convolutional Hierarchical Attention Network for Query-Focused Video Summarization

Shuwen Xiao, Zhou Zhao, Zijian Zhang, Xiaohui Yan, Min Yang

Recognizing Instagram Filtered Images with Feature De-Stylization

Zhe Wu, Zuxuan Wu, Bharat Singh, Larry Davis

SalSAC: A Video Saliency Prediction Model with Shuffled Attentions and Correlation-Based ConvLSTM

Xinyi Wu, Zhenyao Wu, Jinglin Zhang, Lili Ju, Song Wang

Patch Proposal Network for Fast Semantic Segmentation of High-Resolution Images

Tong Wu, Zhenzhen Lei, Bingqian Lin, Cuihua Li, Yanyun Qu

Distraction-Aware Feature Learning for Human Attribute Recognition via Coarse-to-Fine Attention Mechanism

Mingda Wu, Di Huang, Yuanfang Guo, Yunhong Wang

Tree-Structured Policy Based Progressive Reinforcement Learning for Temporally Language Grounding in Video

Jie Wu, Guanbin Li, Si Liu, Liang Lin

3D Human Pose Estimation via Explicit Compositional Depth Maps

Haiping Wu, Bin Xiao

CircleNet for Hip Landmark Detection

Hai Wu, Hongtao Xie, Chuanbin Liu, Zheng-Jun Zha, Jun Sun

Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification

Guile Wu, Xiatian Zhu, Shaogang Gong

Online Hashing with Efficient Updating of Binary Codes

Zhenyu Weng, Yuesheng Zhu

Efficient Querying from Weighted Binary Codes

Zhenyu Weng, Yuesheng Zhu

Heuristic Black-Box Adversarial Attacks on Video Recognition Models

Zhipeng Wei, Jingjing Chen, Xingxing Wei, Linxi Jiang, Tat-Seng Chua

3D Single-Person Concurrent Activity Detection Using Stacked Relation Network

Yi Wei, Wenbo Li, Yanbo Fan, Linghan Xu, Ming-Ching Chang

F³Net: Fusion, Feedback and Focus for Salient Object Detection

Jun Wei, Shuhui Wang, Qingming Huang

Adaptive Cross-Modal Embeddings for Image-Text Alignment

Jonatas Wehrmann, Camila Kolling, Rodrigo C Barros

EFANet: Exchangeable Feature Alignment Network for Arbitrary Style Transfer

Zhijie Wu, Chunjin Song, Yang Zhou, Minglun Gong, Hui Huang

Localize, Assemble, and Predicate: Contextual Object Proposal Embedding for Visual Relation Detection

Ruihai Wu, Kehan Xu, Chenchen Liu, Nan Zhuang, Yadong Mu

Graph-Propagation Based Correlation Learning for Weakly Supervised Fine-Grained Image Classification

Zhuhui Wang, Shijie Wang, Haojie Li, Zhi Dou, Jianjun Li

Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions

Zhenyi Wang, Ping Yu, Yang Zhao, Ruiyi Zhang, Yufan Zhou

Pruning from Scratch

Yulong Wang, Xiaolu Zhang, Lingxi Xie, Jun Zhou, Hang Su

Multi-Label Classification with Label Graph Superimposing

Ya Wang, Dongliang He, Fu Li, Xiang Long, Zhichao Zhou

Task-Aware Monocular Depth Estimation for 3D Object Detection

Xinlong Wang, Wei Yin, Tao Kong, Yuning Jiang, Lei Li

Symbiotic Attention with Privileged Information for Egocentric Action Recognition

Xiaohan Wang, Yu Wu, Linchao Zhu, Yi Yang

Mis-Classified Vector Guided Softmax Loss for Face Recognition

Xiaobo Wang, Shifeng Zhang, Shuo Wang, Tianyu Fu, Hailin Shi

Consistent Video Style Transfer via Compound Regularization

Wenjing Wang, Jizheng Xu, Li Zhang, Yue Wang, Jiaying Liu

One-Shot Learning for Long-Tail Visual Relation Detection

Weitao Wang, Meng Wang, Sen Wang, Guodong Long, Lina Yao

Decoupled Attention Network for Text Recognition

Tianwei Wang, Yuanzhi Zhu, LianWen Jin, Canjie Luo, Xiaoxue Chen

RDSNet: A New Deep Architecture forReciprocal Object Detection and Instance Segmentation

Shaoru Wang, Yongchao Gong, Junliang Xing, Lichao Huang, Chang Huang