AAAI 2020

1,794 papers

Multi-Speaker Video Dialog with Frame-Level Temporal Localization

Qiang Wang, Pin Jiang, Zhiyi Guo, Yahong Han, Zhou Zhao

Sparsity-Inducing Binarized Neural Networks

Peisong Wang, Xiangyu He, Gang Li, Tianli Zhao, Jian Cheng

POST: POlicy-Based Switch Tracking

Ning Wang, Wengang Zhou, Guojun Qi, Houqiang Li

Show, Recall, and Tell: Image Captioning with Recall Mechanism

Li Wang, Zechen Bai, Yonghua Zhang, Hongtao Lu

Temporally Grounding Language Queries in Videos by Contextual Boundary-Aware Prediction

Jingwen Wang, Lin Ma, Wenhao Jiang

All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting

Hao Wang, Pu Lu, Hui Zhang, Mingkun Yang, Xiang Bai

Context Modulated Dynamic Networks for Actor and Action Video Segmentation with Language Queries

Hao Wang, Cheng Deng, Fan Ma, Yi Yang

Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification

Guan-An Wang, Tianzhu Zhang, Yang Yang, Jian Cheng, Jianlong Chang

Region-Based Global Reasoning Networks

Chuanming Wang, Huiyuan Fu, Charles X. Ling, Peilun Du, Huadong Ma

Progressive Feature Polishing Network for Salient Object Detection

Bo Wang, Quan Chen, Min Zhou, Zhiqiang Zhang, Xiaogang Jin

TextScanner: Reading Characters in Order for Robust Scene Text Recognition

Zhaoyi Wan, Minghang He, Haoran Chen, Xiang Bai, Cong Yao

Optical Flow in Deep Visual Tracking

Mikko Vihlman, Arto Visala

Image Cropping with Composition and Saliency Aware Aesthetic Score Map

Yi Tu, Li Niu, Weijie Zhao, Dawei Cheng, Liqing Zhang

Attention-Based View Selection Networks for Light-Field Disparity Estimation

Yu-Ju Tsai, Yu-Lun Liu, Ming Ouhyoung, Yung-Yu Chuang

Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation

Pinzhuo Tian, Zhangkai Wu, Lei Qi, Lei Wang, Yinghuan Shi

End-to-End Thorough Body Perception for Person Search

Kun Tian, Houjing Huang, Yun Ye, Shiyu Li, Jinbin Lin

V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices

Damien Teney, Peng Wang, Jiewei Cao, Lingqiao Liu, Chunhua Shen

R²MRF: Defocus Blur Detection via Recurrently Refining Multi-Scale Residual Features

Chang Tang, Xinwang Liu, Xinzhong Zhu, En Zhu, Kun Sun

Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks

Zichang Tan, Yang Yang, Jun Wan, Guodong Guo, Stan Z. Li

Fine-Grained Recognition: Accounting for Subtle Differences between Similar Classes

Guolei Sun, Hisham Cholakkal, Salman Khan, Fahad Khan, Ling Shao

An Efficient Framework for Dense Video Captioning

Maitreya Suin, A. N. Rajagopalan

Stereoscopic Image Super-Resolution with Stereo Consistent Feature

Wonil Song, Sungil Choi, Somi Jeong, Kwanghoon Sohn

Multi-Spectral Salient Object Detection by Adversarial Domain Adaptation

Shaoyue Song, Hongkai Yu, Zhenjiang Miao, Jianwu Fang, Kang Zheng

KPNet: Towards Minimal Face Detector

Guanglu Song, Yu Liu, Yuhang Zang, Xiaogang Wang, Biao Leng

Efficient Residual Dense Block Search for Image Super-Resolution

Dehua Song, Chang Xu, Xu Jia, Yiyi Chen, Chunjing XU

Identifying Model Weakness with Adversarial Examiner

Michelle Shu, Chenxi Liu, Weichao Qiu, Alan Yuille

Optimal Feature Transport for Cross-View Image Geo-Localization

Yujiao Shi, Xin Yu, Liu Liu, Tong Zhang, Hongdong Li

Multimodal Interaction-Aware Trajectory Prediction in Crowded Space

Xiaodan Shi, Xiaowei Shao, Zipei Fan, Renhe Jiang, Haoran Zhang

Regularized Fine-Grained Meta Face Anti-Spoofing

Rui Shao, Xiangyuan Lan, Pong C. Yuen

Temporal Interlacing Network

Hao Shao, Shengju Qian, Yu Liu

Hidden Trigger Backdoor Attacks

Aniruddha Saha, Akshayvarun Subramanya, Hamed Pirsiavash

Conquering the CNN Over-Parameterization Dilemma: A Volterra Filtering Approach for Action Recognition

Siddharth Roheda, Hamid Krim

Dynamic Graph Representation for Occlusion Handling in Biometrics

Min Ren, Yunlong Wang, Zhenan Sun, Tieniu Tan

Improved Visual-Semantic Alignment for Zero-Shot Object Detection

Shafin Rahman, Salman Khan, Nick Barnes

DGCN: Dynamic Graph Convolutional Network for Efficient Multi-Person Pose Estimation

Zhongwei Qiu, Kai Qiu, Jianlong Fu, Dongmei Fu

Learning Meta Model for Zero- and Few-Shot Face Anti-Spoofing

Yunxiao Qin, Chenxu Zhao, Xiangyu Zhu, Zezheng Wang, Zitong Yu

FFA-Net: Feature Fusion Attention Network for Single Image Dehazing

Xu Qin, Zhilin Wang, Yuanchao Bai, Xiaodong Xie, Huizhu Jia

Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting

Liang Qiao, Sanli Tang, Zhanzhan Cheng, Yunlu Xu, Yi Niu

Visualizing Deep Networks by Optimizing with Integrated Gradients

Zhongang Qi, Saeed Khorram, Li Fuxin

Region-Adaptive Dense Network for Efficient Motion Deblurring

Kuldeep Purohit, A. N. Rajagopalan

Differentiable Grammars for Videos

AJ Piergiovanni, Anelia Angelova, Michael S. Ryoo

Exploit and Replace: An Asymmetrical Two-Stream Architecture for Versatile Light Field Saliency Detection

Yongri Piao, Zhengkun Rong, Miao Zhang, Huchuan Lu

LCD: Learned Cross-Domain Descriptors for 2D-3D Matching

Quang-Hieu Pham, Mikaela Angelina Uy, Binh-Son Hua, Duc Thanh Nguyen, Gemma Roig

Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA

Badri Patro, Anupriy, Vinay Namboodiri

Relation Network for Person Re-Identification

Hyunjong Park, Bumsub Ham

Visual Dialogue State Tracking for Question Generation

Wei Pang, Xiaojie Wang

Further Understanding Videos through Adverbs: A New Video Task

Bo Pang, Kaiwen Zha, Yifan Zhang, Cewu Lu

Adversarial Cross-Domain Action Recognition with Co-Attention

Boxiao Pan, ZHANGJIE CAO, Ehsan Adeli, Juan Carlos Niebles

Image Formation Model Guided Deep Image Super-Resolution

Jinshan Pan, Yang Liu, Deqing Sun, Jimmy Ren, Ming-Ming Cheng

Crowd Counting with Decomposed Uncertainty

Min-hwan Oh, Peder Olsen, Karthikeyan Natesan Ramamurthy

Spatial-Temporal Gaussian Scale Mixture Modeling for Foreground Estimation

Qian Ning, Weisheng Dong, Fangfang Wu, Jinjian Wu, Jie Lin

Pyramid Attention Aggregation Network for Semantic Segmentation of Surgical Instruments

Zhen-Liang Ni, Gui-Bin Bian, Guan-An Wang, Xiao-Hu Zhou, Zeng-Guang Hou

Learning to Follow Directions in Street View

Karl Moritz Hermann, Mateusz Malinowski, Piotr Mirowski, Andras Banki-Horvath, Keith Anderson

Shallow Feature Based Dense Attention Network for Crowd Counting

Yunqi Miao, Zijia Lin, guiguang ding, Jungong Han

High-Order Residual Network for Light Field Super-Resolution

Nan Meng, Xiaofei Wu, Jianzhuang Liu, Edmund Lam

Domain Generalization Using a Mixture of Multiple Latent Domains

Toshihiko Matsuura, Tatsuya Harada

Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network

Zhe Ma, Jianfeng Dong, Zhongzi Long, Yao Zhang, Yuan He

An Integrated Enhancement Solution for 24-Hour Colorful Imaging

Feifan Lv, Yinqiang Zheng, Yicheng Li, Feng Lu

Learning Saliency-Free Model with Generic Features for Weakly-Supervised Semantic Segmentation

Wenfeng Luo, Meng Yang

Context-Aware Zero-Shot Recognition

Ruotian Luo, Ning Zhang, Bohyung Han, Linjie Yang

Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning

Dezhao Luo, Chang Liu, Yu Zhou, Dongbao Yang, Can Ma

Hybrid Graph Neural Networks for Crowd Counting

Ao Luo, Fan Yang, Xin Li, Dong Nie, Zhicheng Jiao

Training-Time-Friendly Network for Real-Time Object Detection

Zili Liu, Tu Zheng, Guodong Xu, Zheng Yang, Haifeng Liu

TANet: Robust 3D Object Detection from Point Clouds with Triple Attention

Zhe Liu, Xin Zhao, Tengteng Huang, Ruolan Hu, Yu Zhou

TEINet: Towards an Efficient Architecture for Video Recognition

Zhaoyang Liu, Donghao Luo, Yabiao Wang, Limin Wang, Ying Tai

Separate in Latent Space: Unsupervised Single Image Layer Separation

Yunfei Liu, Feng Lu

CBNet: A Novel Composite Backbone Network Architecture for Object Detection

Yudong Liu, Yongtao Wang, Siwei Wang, Tingting Liang, Qijie Zhao

Learning Cross-Modal Context Graph for Visual Grounding

Yongfei Liu, Bo Wan, Xiaodan Zhu, Xuming He

A New Dataset and Boundary-Attention Semantic Segmentation for Face Parsing

Yinglu Liu, Hailin Shi, Hao Shen, Yue Si, Xiaobo Wang

Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training

Xiaofeng Liu, Yuzhuo Han, Song Bai, Yi Ge, Tianxing Wang

A Generalized Framework for Edge-Preserving and Structure-Preserving Image Smoothing

Wei Liu, Pingping Zhang, Yinjie Lei, Xiaolin Huang, jie Yang

Progressive Boundary Refinement Network for Temporal Action Detection

Qinying Liu, Zilei Wang

Multi-Task Driven Feature Models for Thermal Infrared Tracking

Qiao Liu, Xin Li, Zhenyu He, Nana Fan, Di Yuan

Morphing and Sampling Network for Dense Point Cloud Completion

Minghua Liu, Lu Sheng, Sheng Yang, Jing Shao, Shi-min Hu

Interactive Dual Generative Adversarial Networks for Image Captioning

Junhao Liu, Kai Wang, Chunpu Xu, Zhou Zhao, Ruifeng Xu

Learned Video Compression via Joint Spatial-Temporal Correlation Exploration

Haojie Liu, Han Shen, Lichao Huang, Ming Lu, Tong Chen

Federated Learning for Vision-and-Language Grounding Problems

Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou

HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs

Fangyu Liu, Rongtian Ye, Xun Wang, Shuaipeng Li

Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization

Chuanbin Liu, Hongtao Xie, Zheng-Jun Zha, Lingfeng Ma, Lingyun Yu

Zero-Shot Learning from Adversarial Feature Residual to Compact Visual Feature

Bo Liu, Qiulei Dong, Zhanyi Hu

Weakly-Supervised Video Moment Retrieval via Semantic Completion Network

Zhijie Lin, Zhou Zhao, Zhu Zhang, Qi Wang, Huasheng Liu

Self-Attention ConvLSTM for Spatiotemporal Prediction

Zhihui Lin, Maomao Li, Zhuobin Zheng, Yangyang Cheng, Chun Yuan

Learning to Deblur Face Images via Sketch Synthesis

Songnan Lin, Jiawei Zhang, Jinshan Pan, Yicun Liu, Yongtian Wang

Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval

Kaiyi Lin, Xing Xu, Lianli Gao, Zheng Wang, Heng Tao Shen

Learning to Transfer: Unsupervised Domain Translation via Meta-Learning

Jianxin Lin, Yijun Wang, Zhibo Chen, Tianyu He

Fast Learning of Temporal Action Proposal via Dense Boundary Generator

Chuming Lin, Jian Li, Yabiao Wang, Ying Tai, Donghao Luo

Multimodal Structure-Consistent Image-to-Image Translation

Che-Tsung Lin, Yen-Yi Wu, Po-Hao Hsu, Shang-Hong Lai

Object Instance Mining for Weakly Supervised Object Detection

Chenhao Lin, Siwen Wang, Dongqi Xu, Yu Lu, Wayne Zhang

Real-Time Scene Text Detection with Differentiable Binarization

Minghui Liao, Zhaoyi Wan, Cong Yao, Kai Chen, Xiang Bai

Finding Action Tubes with a Sparse-to-Dense Framework

Yuxi Li, Weiyao Lin, Tao Wang, John See, Rui Qian

Learning Transferable Adversarial Examples via Ghost Networks

Yingwei Li, Song Bai, Yuyin Zhou, Cihang Xie, Zhishuai Zhang

Natural Image Matting via Guided Contextual Attention

Yaoyi Li, Hongtao Lu

Geometry-Driven Self-Supervised Method for 3D Human Pose Estimation

Yang Li, Kan Li, Shuai Jiang, Ziyue Zhang, Congzhentao Huang

Relation-Guided Spatial Attention and Temporal Refinement for Video-Based Person Re-Identification

Xingze Li, Wengang Zhou, Yun Zhou, Houqiang Li

ScaleNet - Improve CNNs through Recursively Rescaling Objects

Xingyi Li, Zhongang Qi, Xiaoli Fern, Fuxin Li

Gated Fully Fusion for Semantic Segmentation

Xiangtai Li, Houlong Zhao, Lei Han, Yunhai Tong, Shaohua Tan

OVL: One-View Learning for Human Retrieval

Wenjing Li, Zhongcheng Wu

Attention-Based Multi-Modal Fusion Network for Semantic Scene Completion

Siqi Li, Changqing Zou, Yipeng Li, Xibin Zhao, Yue Gao

Appearance and Motion Enhancement for Video-Based Person Re-Identification

Shuzhao Li, Huimin Yu, Haoji Hu

Domain Conditioned Adaptation Network

Shuang Li, Chi Liu, Qiuxia Lin, Binhui Xie, Zhengming Ding