AAAI 2019

1,341 papers

Talking Face Generation by Adversarially Disentangled Audio-Visual Representation

Hang Zhou, Yu Liu, Ziwei Liu, Ping Luo, Xiaogang Wang

Towards Optimal Fine Grained Retrieval via Decorrelated Centralized Loss with Normalize-Scale Layer

Xiawu Zheng, Rongrong Ji, Xiaoshuai Sun, Baochang Zhang, Yongjian Wu

Learning Fully Dense Neural Networks for Image Semantic Segmentation

Mingmin Zhen, Jinglu Wang, Lei Zhou, Tian Fang, Long Quan

Recurrent Attention Model for Pedestrian Attribute Recognition

Xin Zhao, Liufang Sang, guiguang ding, Jungong Han, Na Di

3D Object Detection Using Scale Invariant and Feature Reweighting Networks

Xin Zhao, Zhe Liu, Ruolan Hu, Kaiqi Huang

M2Det: A Single-Shot Object Detector Based on Multi-Level Feature Pyramid Network

Qijie Zhao, Tao Sheng, Yongtao Wang, Zhi Tang, Ying Chen

Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition

Jian Zhao, Yu Cheng, Yi Cheng, Yang Yang, Fang Zhao

Learning Incremental Triplet Margin for Person Re-Identification

Yingying Zhang, Qiaoyong Zhong, Liang Ma, Di Xie, Shiliang Pu

Learning a Key-Value Memory Co-Attention Matching Network for Person Re-Identification

Yaqing Zhang, Xi Li, Zhongfei Zhang

Learning Transferable Self-Attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision

Xiao-Yu Zhang, Haichao Shi, Changsheng Li, Kai Zheng, Xiaobin Zhu

Learning to Localize Objects with Noisy Labeled Instances

XIAOPENG ZHANG, Yang Yang, Jiashi Feng

Understanding Pictograph with Facial Features: End-to-End Sentence-Level Lip Reading of Chinese

Xiaobing Zhang, Haigang Gong, xili dai, Fan Yang, Nianbo Liu

Cousin Network Guided Sketch Recognition via Latent Attribute Warehouse

Kaihao Zhang, Wenhan Luo, Lin Ma, Hongdong Li

Multi-Attribute Transfer via Disentangled Representation

Jianfu Zhang, Yuanyuan Huang, Yaoyi Li, Weijie Zhao, Liqing Zhang

Large-Scale Visual Relationship Understanding

Ji Zhang, Yannis Kalantidis, Marcus Rohrbach, Manohar Paluri, Ahmed Elgammal

ACM: Adaptive Cross-Modal Graph Convolutional Neural Networks for RGB-D Scene Recognition

Yuan Yuan, Zhitong Xiong, Qi Wang

Memory-Augmented Temporal Dynamic Learning for Action Recognition

Yuan Yuan, Dong Wang, Qi Wang

To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression

Yitian Yuan, Tao Mei, Wenwu Zhu

Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion

Longhao Yuan, CHAO LI, Danilo Mandic, Jianting Cao, Qibin Zhao

Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization

Li Yuan, Francis EH Tay, Ping Li, Li Zhou, Jiashi Feng

Spatial Mixture Models with Learnable Deep Priors for Perceptual Grouping

Jinyang Yuan, Bin Li, Xiangyang Xue

ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering

Zhou Yu, Dejing Xu, Jun Yu, Ting Yu, Zhou Zhao

PVRNet: Point-View Relation Neural Network for 3D Shape Recognition

Haoxuan You, Yifan Feng, Xibin Zhao, Changqing Zou, Rongrong Ji

Instance-Level Facial Attributes Transfer with Geometry-Aware Flow

Weidong Yin, Ziwei Liu, Chen Change Loy

Safeguarded Dynamic Label Regression for Noisy Supervision

Jiangchao Yao, Hao Wu, Ya Zhang, Ivor W. Tsang, Jun Sun

Learning a Visual Tracker from a Single Movie without Annotation

Lingxiao Yang, David Zhang, Lei Zhang

Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing

Fan Yang, Ryota Hinami, Yusuke Matsui, Steven Ly, Shin’ichi Satoh

A Dual Attention Network with Semantic Embedding for Few-Shot Learning

Shipeng Yan, Songyang Zhang, Xuming He

Segregated Temporal Assembly Recurrent Networks for Weakly Supervised Multiple Action Detection

Yunlu Xu, Chengwei Zhang, Zhanzhan Cheng, Jianwen Xie, Yi Niu

Multilevel Language and Vision Integration for Text-to-Clip Retrieval

Huijuan Xu, Kun He, Bryan A. Plummer, Leonid Sigal, Stan Sclaroff

Residual Attribute Attention Network for Face Image Super-Resolution

Jingwei Xin, Nannan Wang, Xinbo Gao, Jie Li

DeRPN: Taking a Further Step toward More General Object Detection

Lele Xie, Yuliang Liu, LianWen Jin, Zecheng Xie

Scene Text Detection with Supervised Pyramid Context Network

Enze Xie, Yuhang Zang, Shuai Shao, Gang Yu, Cong Yao

Semantic Adversarial Network with Multi-Scale Pyramid Attention for Video Classification

De Xie, Cheng Deng, Hao Wang, CHAO LI, Dapeng Tao

What and Where the Themes Dominate in Image

Xinyu Xiao, Lingfeng Wang, SHIMING XIANG, Chunhong Pan

Multiple Saliency and Channel Sensitivity Network for Aggregated Convolutional Feature

Xuanlu Xiang, Zhipeng Wang, Zhicheng Zhao, Fei Su

Disentangled Variational Representation for Heterogeneous Face Recognition

Xiang Wu, Huaibo Huang, Vishal M. Patel, Ran He, Zhenan Sun

Differential Networks for Visual Question Answering

Chenfei Wu, Jinlai Liu, Xiaojie Wang, Ruifan Li

Graph CNNs with Motif and Variable Temporal Block for Skeleton-Based Action Recognition

Yu-Hui Wen, Lin Gao, Hongbo Fu, Fang-Lue Zhang, Shihong Xia

Learning Non-Uniform Hypergraph for Multi-Object Tracking

Longyin Wen, Dawei Du, Shengkun Li, Xiao Bian, Siwei Lyu

Sparse Adversarial Perturbations for Videos

Xingxing Wei, Jun Zhu, Sha Yuan, Hang Su

Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning

Xin Wang, Jiawei Wu, Da Zhang, Yu Su, William Yang Wang

Hierarchical Attention Network for Image Captioning

Weixuan Wang, Zhihong Chen, Haifeng Hu

MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image

Jinglu Wang, Bo Sun, Yan Lu

Deep Single-View 3D Object Reconstruction with Visual Hull Embedding

Hanqing Wang, Jiaolong Yang, Wei Liang, Xin Tong

Spatial-Temporal Person Re-Identification

Guangcong Wang, Jianhuang Lai, Peigen Huang, Xiaohua Xie

Learning Basis Representation to Refine 3D Human Pose Estimations

CHUNYU WANG, Haibo Qiu, Alan L. Yuille, Wenjun Zeng

Robust Deep Co-Saliency Detection with Group Semantic

Chong Wang, Zheng-Jun Zha, Dong Liu, Hongtao Xie

Hierarchical Photo-Scene Encoder for Album Storytelling

Bairui Wang, Lin Ma, Wei Zhang, Wenhao Jiang, Feng Zhang

A Layer-Based Sequential Framework for Scene Generation with GANs

Mehmet Ozgur Turkoglu, William Thong, Luuk Spreeuwers, Berkay Kicanaoglu

Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos

Ying Tai, Yicong Liang, Xiaoming Liu, Lei Duan, Jilin Li

Connecting Language to Images: A Progressive Attention-Guided Network for Simultaneous Image Captioning and Language Grounding

Lingyun Song, Jun Liu, Buyue Qian, Yihe Chen

KVQA: Knowledge-Aware Visual Question Answering

Sanket Shah, Anand Mishra, Naganand Yadati, Partha Pratim Talukdar

Almost Unsupervised Learning for Dense Crowd Counting

Deepak Babu Sam, Neeraj N Sajjan, Himanshu Maurya, R. Venkatesh Babu

Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification

Youngmin Ro, Jongwon Choi, Dae Ung Jo, Byeongho Heo, Jongin Lim

MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object Localization

Zengyi Qin, Jinglu Wang, Yan Lu

Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning

Rui Qian, Yunchao Wei, Honghui Shi, Jiachen Li, Jiaying Liu

Learning Attribute-Specific Representations for Visual Tracking

Yuankai Qi, Shengping Zhang, Weigang Zhang, Li Su, Qingming Huang

Dual Semi-Supervised Learning for Facial Action Unit Recognition

Guozhu Peng, Shangfei Wang

CAPNet: Continuous Approximation Projection for 3D Point Cloud Reconstruction Using 2D Supervision

K. L. Navaneet, Priyanka Mandikal, Mayank Agarwal, R. Venkatesh Babu

Recognizing Unseen Attribute-Object Pair with Generative Model

Zhixiong Nan, Yang Liu, Nanning Zheng, Song-chun Zhu

Detect or Track: Towards Cost-Effective Video Object Detection/Tracking

Hao Luo, Wenxuan Xie, Xinggang Wang, Wenjun Zeng

Deep Video Frame Interpolation Using Cyclic Frame Generation

Yu-Lun Liu, Yi-Tung Liao, Yen-yu Lin, Yung-Yu Chuang

Spatial and Temporal Mutual Promotion for Video-Based Person Re-Identification

Yiheng Liu, Zhenxun Yuan, Wengang Zhou, Houqiang Li

Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-Based Sequence to Sequence Network

Xinhai Liu, Zhizhong Han, Yu-Shen Liu, Matthias Zwicker

DDFlow: Learning Optical Flow with Unlabeled Data Distillation

Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu

Joint Dynamic Pose Image and Space Time Reversal for Human Action Recognition from Videos

Mengyuan Liu, Fanyang Meng, Chen Chen, Songtao Wu

Optimal Projection Guided Transfer Hashing for Image Retrieval

Ji Liu, Lei Zhang

Learning Neural Bag-of-Matrix-Summarization with Riemannian Network

Hong Liu, Jie Li, Yongjian Wu, Rongrong Ji

A Bottom-Up Clustering Approach to Unsupervised Person Re-Identification

Yutian Lin, Xuanyi Dong, Liang Zheng, Yan Yan, Yi Yang

Hypergraph Optimization for Multi-Structural Geometric Model Fitting

Shuyuan Lin, Guobao Xiao, Yan Yan, David Suter, Hanzi Wang

Towards Optimal Discrete Online Hashing with Balanced Similarity

Mingbao Lin, Rongrong Ji, Hong Liu, Xiaoshuai Sun, Yongjian Wu

Scene Text Recognition from Two-Dimensional Perspective

Minghui Liao, Jian Zhang, Zhaoyi Wan, Fengming Xie, Jiajun Liang

Unsupervised Cross-Spectral Stereo Matching by Learning to Synthesize

Mingyang Liang, Xiaoyang Guo, hongsheng Li, Xiaogang Wang, You Song

PCGAN: Partition-Controlled Human Image Generation

Dong Liang, Rui Wang, Xiaowei Tian, Cong Zou

Zero-Shot Object Detection with Textual Descriptions

Zhihui Li, Lina Yao, Xiaoqin Zhang, Xianzhi Wang, Salil Kanhere

Angular Triplet-Center Loss for Multi-View 3D Shape Retrieval

Zhaoqun Li, Cheng Xu, Biao Leng

Temporal Bilinear Networks for Video Action Recognition

Yanghao Li, Sijie Song, Yuqi Li, Jiaying Liu

Robust Estimation of Similarity Transformation for Visual Object Tracking

Yang Li, Jianke Zhu, Steven C.H. Hoi, Wenjie Song, Zhefeng Wang

Beyond RNNs: Positional Self-Attention with Co-Attention for Video Question Answering

Xiangpeng Li, Jingkuan Song, Lianli Gao, Xianglong Liu, Wenbing Huang

Learning Object Context for Dense Captioning

Xiangyang Li, Shuqiang Jiang, Jungong Han

Distribution Consistency Based Covariance Metric Networks for Few-Shot Learning

Wenbin Li, Jinglin Xu, Jing Huo, Lei Wang, Yang Gao

Visual-Semantic Graph Reasoning for Pedestrian Attribute Recognition

Qiaozhe Li, Xin Zhao, Ran He, Kaiqi Huang

Meta Learning for Image Captioning

Nannan Li, Zhenzhong Chen, Shan Liu

Multi-Scale 3D Convolution Network for Video Based Person Re-Identification

Jianing Li, Shiliang Zhang, Tiejun Huang

Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition

Hui Li, Peng Wang, Chunhua Shen, Guyu Zhang

Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding

Haoliang Li, Sinno Jialin Pan, Renjie Wan, Alex C. Kot

Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition

Guanbin Li, Xin Zhu, Yirui Zeng, Qing Wang, Liang Lin

Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module

Chenyang Li, Xin Zhang, Lufan Liao, LianWen Jin, Weixin Yang

Gradient Harmonized Single-Stage Detector

Buyu Li, Yu Liu, Xiaogang Wang

SuperVAE: Superpixelwise Variational Autoencoder for Salient Object Detection

Bo Li, Zhengxing Sun, Yuqi Guo

Spatio-Temporal Graph Routing for Skeleton-Based Action Recognition

Bin Li, Xi Li, Zhongfei Zhang, Fei Wu

BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN

Jogendra Nath Kundu, Maharshi Gor, R. Venkatesh Babu

Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles

Dahun Kim, Donghyeon Cho, In So Kweon

Discriminative Feature Learning for Unsupervised Video Summarization

Yunjae Jung, Donghyeon Cho, Dahun Kim, Sanghyun Woo, In So Kweon

Video Object Detection with Locally-Weighted Deformable Neighbors

Zhengkai Jiang, peng gao, Chaoxu Guo, Qian Zhang, SHIMING XIANG

Image Saliency Prediction in Transformed Domain: A Deep Complex Neural Network Method

Lai Jiang, Zhe Wang, Mai Xu, Zulin Wang

MLVCNN: Multi-Loop-View Convolutional Neural Network for 3D Shape Retrieval

Jianwen Jiang, Di Bao, Ziqiang Chen, Xibin Zhao, Yue Gao

DeepCCFV: Camera Constraint-Free Multi-View Convolutional Neural Network for 3D Object Retrieval

Zhengyue Huang, Zhehui Zhao, Hengguang Zhou, Xibin Zhao, Yue Gao

Attentive Temporal Pyramid Network for Dynamic Scene Classification

Yuanjun Huang, Xianbin Cao, Xiantong Zhen, Jungong Han