AAAI 2020

1,794 papers

Age Progression and Regression with Spatial Attention Modules

Qi Li, Yunfan Liu, Zhenan Sun

Hierarchical Knowledge Squeezed Adversarial Network Compression

Peng Li, Chang Shu, Yuan Xie, Yan Qu, Hui Kong

Learning Part Generation and Assembly for Structure-Aware Shape Synthesis

Jun Li, Chengjie Niu, Kai Xu

Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation

Jia Li, Wen Su, Zengfu Wang

Multi-Spectral Vehicle Re-Identification: A Challenge

Hongchao Li, Chenglong Li, Xianpeng Zhu, Aihua Zheng, Bin Luo

Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training

Gen Li, Nan Duan, Yuejian Fang, Ming Gong, Daxin Jiang

Multi-Question Learning for Visual Question Answering

Chenyi Lei, Lei Wu, Dong Liu, Zhao Li, Guoxin Wang

Background Suppression Network for Weakly-Supervised Temporal Action Localization

Pilhyeon Lee, Youngjung Uh, Hyeran Byun

Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation

Jogendra Nath Kundu, Siddharth Seth, Rahul M V, Mugalodi Rakesh, Venkatesh Babu Radhakrishnan

Adversary for Social Good: Protecting Familial Privacy through Joint Adversarial Attacks

Chetan Kumar, Riazat Ryan, Ming Shao

Unpaired Image Enhancement Featuring Reinforcement-Learning-Controlled Image Editing Software

Satoshi Kosugi, Toshihiko Yamasaki

JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video

Soo Ye Kim, Jihyong Oh, Munchurl Kim

FISR: Deep Joint Frame Interpolation and Super-Resolution with a Multi-Scale Temporal Loss

Soo Ye Kim, Jihyong Oh, Munchurl Kim

Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection

Seijoon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon

REST: Performance Improvement of a Black Box Model via RL-Based Spatial Transformation

Jae Myung Kim, Hyungjin Kim, Chanwoo Park, Jungwoo Lee

MULE: Multimodal Universal Language Embedding

Donghyun Kim, Kuniaki Saito, Kate Saenko, Stan Sclaroff, Bryan Plummer

Tell Me What They're Holding: Weakly-Supervised Object Detection with Transferable Knowledge from Human-Object Interaction

Daesik Kim, Gyujeong Lee, Jisoo Jeong, Nojun Kwak

Deep Generative Probabilistic Graph Neural Networks for Scene Graph Generation

Mahmoud Khademi, Oliver Schulte

Group-Wise Dynamic Dropout Based on Latent Semantic Variations

Zhiwei Ke, Zhiwei Wen, Weicheng Xie, Yi Wang, Linlin Shen

Synthetic Depth Transfer for Monocular 3D Object Pose Estimation in the Wild

Yueying Kao, Weiming Li, Qiang Wang, Zhouchen Lin, Wooshik Kim

Hide-and-Tell: Learning to Bridge Photo Streams for Visual Storytelling

Yunjae Jung, Dahun Kim, Sanghyun Woo, Kyungsu Kim, Sungjin Kim

Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning

Ilchae Jung, Kihyun You, Hyeonwoo Noh, Minsu Cho, Bohyung Han

Associative Variational Auto-Encoder with Distributed Latent Spaces and Associators

Dae Ung Jo, ByeongJu Lee, Jongwon Choi, Haanju Yoo, Jin Young Choi

Pose-Guided Multi-Granularity Attention Network for Text-Based Person Search

Ya Jing, Chenyang Si, Junbo Wang, Wei Wang, Liang Wang

Overcoming Language Priors in VQA via Decomposed Linguistic Representations

Chenchen Jing, Yuwei Wu, Xiaoxun Zhang, Yunde Jia, Qi Wu

Semantics-Aligned Representation Learning for Person Re-Identification

Xin Jin, Cuiling Lan, Wenjun Zeng, Guoqiang Wei, Zhibo Chen

Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based Object Re-Identification

Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen

SSAH: Semi-Supervised Adversarial Deep Hashing with Self-Paced Hard Sample Generation

Sheng Jin, Shangchen Zhou, Yao Liu, Chao Chen, Xiaoshuai Sun

EAC-Net: Efficient and Accurate Convolutional Network for Video Recognition

Bowei Jin, Zhuo Xu

Learning Light Field Angular Super-Resolution via a Geometry-Aware Network

Jing Jin, Junhui Hou, Hui Yuan, Sam Kwong

Rethinking Temporal Fusion for Video-Based Person Re-Identification on Semantic and Time Aspect

XINYANG JIANG, Yifei Gong, Xiaowei Guo, Qize Yang, Feiyue Huang

DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue

Xiaoze Jiang, Jing Yu, Zengchang Qin, Yingying Zhuang, Xingxing Zhang

Recurrent Nested Model for Sequence Generation

Wenhao Jiang, Lin Ma, Wei Lu

Reasoning with Heterogeneous Graph Alignment for Video Question Answering

Pin Jiang, Yahong Han

Divide and Conquer: Question-Guided Spatio-Temporal Contextual Attention for Video Question Answering

Jianwen Jiang, Ziqiang Chen, Haojie Lin, Xibin Zhao, Yue Gao

ElixirNet: Relation-Aware Network Architecture Adaptation for Medical Lesion Detection

ChenHan Jiang, Shaoju Wang, Xiaodan Liang, Hang Xu, Nong Xiao

SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition

Zhong Ji, Xiyao Liu, Yanwei Pang, Xuelong Li

Weakly-Supervised Video Re-Localization with Multiscale Attention Model

Yung-Han Huang, Kuang-Jui Hsu, Shyh-Kang Jeng, Yen-yu Lin

Domain Adaptive Attention Learning for Unsupervised Person Re-Identification

Yangru Huang, Peixi Peng, Yi Jin, Yidong Li, Junliang Xing

AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation

Weiting Huang, Pengfei Ren, Jingyu Wang, Qi Qi, Haifeng Sun

Relational Prototypical Network for Weakly Supervised Temporal Action Localization

Linjiang Huang, Yan Huang, Wanli Ouyang, Liang Wang

Part-Level Graph Convolutional Network for Skeleton-Based Action Recognition

Linjiang Huang, Yan Huang, Wanli Ouyang, Liang Wang

GlobalTrack: A Simple and Strong Baseline for Long-Term Tracking

Lianghua Huang, Xin Zhao, Kaiqi Huang

Unsupervised Deep Learning via Affinity Diffusion

Jiabo Huang, Qi Dong, Shaogang Gong, Xiatian Zhu

Location-Aware Graph Convolutional Networks for Video Question Answering

Deng Huang, Peihao Chen, Runhao Zeng, Qing Du, Mingkui Tan

Coarse-to-Fine Hyper-Prior Modeling for Learned Image Compression

Yueyu Hu, Wenhan Yang, Jiaying Liu

GTC: Guided Training of CTC towards Efficient and Accurate Scene Text Recognition

Wenyang Hu, Xiaocong Cai, Jun Hou, Shuai Yi, Zhiping Lin

3D Shape Completion with Multi-View Consistent Inference

Tao Hu, Zhizhong Han, Matthias Zwicker

SPSTracker: Sub-Peak Suppression of Response Map for Robust Object Tracking

Qintao Hu, Lijun Zhou, Xiaoxiao Wang, Yao Mao, Jianlin Zhang

Hierarchical Modes Exploring in Generative Adversarial Networks

Mengxiao Hu, Jinlong Li, Maolin Hu, Tao Hu

Joint Commonsense and Relation Reasoning for Image and Video Captioning

Jingyi Hou, Xinxiao Wu, Xiaoxun Zhang, Yayun Qi, Yunde Jia

RoadTagger: Robust Road Attribute Inference with Graph Neural Networks

Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar

Softmax Dissection: Towards Understanding Intra- and Inter-Class Objective for Embedding Learning

Lanqing He, Zhongdao Wang, Yali Li, Shengjin Wang

Grapy-ML: Graph Pyramid Mutual Learning for Cross-Dataset Human Parsing

Haoyu He, Jing Zhang, Qiming ZHANG, Dacheng Tao

Temporal Context Enhanced Feature Aggregation for Video Object Detection

Fei He, Naiyu Gao, Qiaozhe Li, Senyao Du, Xin Zhao

Tensor FISTA-Net for Real-Time Snapshot Compressive Imaging

Xiaochen Han, Bo Wu, Zheng Shou, Xiao-Yang Liu, Yimeng Zhang

Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling

Wenkai Han, Chenglu Wen, Cheng Wang, Xin Li, Qing Li

Complementary-View Multiple Human Tracking

Ruize Han, Wei Feng, Jiewen Zhao, Zicheng Niu, Yujun Zhang

Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons

Ligong Han, Ruijiang Gao, Mun Kim, Xin Tao, Bo Liu

SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications

Abdullah Hamdi, Matthias Mueller, Bernard Ghanem

MarioNETte: Few-Shot Face Reenactment Preserving Identity of Unseen Targets

Sungjoo Ha, Martin Kersner, Beomsu Kim, Seokjun Seo, Dongyoung Kim

Channel Pruning Guided by Classification Loss and Feature Importance

Jinyang Guo, Wanli Ouyang, Dong Xu

Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features

Tao Gui, Lizhi Qing, Qi Zhang, Jiacheng Ye, Hang Yan

Pyramid Constrained Self-Attention Network for Fast Video Salient Object Detection

Yuchao Gu, Lijuan Wang, Ziqin Wang, Yun Liu, Ming-Ming Cheng

FLNet: Landmark Driven Fetching and Learning Network for Faithful Talking Facial Animation Synthesis

Kuangxiao Gu, Yuqian Zhou, Thomas Huang

Symmetrical Synthesis for Deep Metric Learning

Geonmo Gu, Byungsoo Ko

Look One and More: Distilling Hybrid Order Relational Knowledge for Cross-Resolution Image Recognition

Shiming Ge, Kangkai Zhang, Haolin Liu, Yingying Hua, Shengwei Zhao

Deep Reinforcement Learning for Active Human Pose Estimation

Erik Gärtner, Aleksis Pirinen, Cristian Sminchisescu

KnowIT VQA: Answering Knowledge-Based Questions about Videos

Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima

Channel Interaction Networks for Fine-Grained Image Categorization

Yu Gao, Xintong Han, Xun Wang, Weilin Huang, Matthew Scott

Accurate Temporal Action Proposal Generation with Relation-Aware Pyramid Network

Jialin Gao, Zhixiang Shi, Guanshuo Wang, Jiani Li, Yufeng Yuan

Ultrafast Video Attention Prediction with Coupled Knowledge Distillation

Kui Fu, Peipei Shi, Yafei Song, Shiming Ge, Xiangju Lu

Dynamic Sampling Network for Semantic Segmentation

BIN FU, Junjun He, Zhengfu Zhang, Yu Qiao

Adversarial Attack on Deep Product Quantization Network for Image Retrieval

Yan Feng, Bin Chen, Tao Dai, Shu-Tao Xia

EHSOD: CAM-Guided End-to-End Hybrid-Supervised Object Detection with Cascade Refinement

Linpu Fang, Hang Xu, Zhili Liu, Sarah Parisot, Zhenguo Li

Scale-Wise Convolution for Image Restoration

Yuchen Fan, Jiahui Yu, Ding Liu, Thomas S. Huang

CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation

Junsong Fan, Zhaoxiang Zhang, Tieniu Tan, Chunfeng Song, Jun Xiao

Person Tube Retrieval via Language Description

Hehe Fan, Yi Yang

SubSpace Capsule Network

Marzieh Edraki, Nazanin Rahnavard, Mubarak Shah

Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition

Mohammed Haroon Dupty, Zhen Zhang, Wee Sun Lee

FD-GAN: Generative Adversarial Networks with Fusion-Discriminator for Single Image Dehazing

Yu Dong, Yihao Liu, He Zhang, Shifeng Chen, Yu Qiao

Cycle-CNN for Colorization towards Real Monochrome-Color Camera Systems

Xuan Dong, Weixin Li, Xiaojie Wang, Yunhong Wang

Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow

Mingyu Ding, Zhe Wang, Bolei Zhou, Jianping Shi, Zhiwu Lu

Zero Shot Learning with the Isoperimetric Loss

Shay Deutsch, Andrea Bertozzi, Stefano Soatto

Spatio-Temporal Deformable Convolution for Compressed Video Quality Enhancement

Jianing Deng, Li Wang, Shiliang Pu, Cheng Zhuo

The Missing Data Encoder: Cross-Channel Image Completion with Hide-and-Seek Adversarial Network

Arnaud Dapogny, Matthieu Cord, Patrick Pérez

Towards Ghost-Free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN

Xiaodong Cun, Chi-Man Pun, Cheng Shi

DASOT: A Unified Framework Integrating Data Association and Single Object Tracking for Online Multi-Object Tracking

Qi Chu, Wanli Ouyang, Bin Liu, Feng Zhu, Nenghai Yu

Channel Attention Is All You Need for Video Frame Interpolation

Myungsub Choi, Heewon Kim, Bohyung Han, Ning Xu, Kyoung Mu Lee

Visual Domain Adaptation by Consensus-Based Transfer to Intermediate Domain

Jongwon Choi, Youngjoon Choi, Jihoon Kim, Jinyeop Chang, Ilhwan Kwon

Relational Learning for Joint Head and Human Detection

Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li

PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes

Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li

3D Human Pose Estimation Using Spatio-Temporal Networks with Explicit Occlusion Training

Yu Cheng, Bo Yang, Bo Wang, Robby T. Tan

A Coarse-to-Fine Adaptive Network for Appearance-Based Gaze Estimation

Yihua Cheng, Shiyao Huang, Fei Wang, Chen Qian, Feng Lu

CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion

Xinjing Cheng, Peng Wang, Chenye Guan, Ruigang Yang

Video Frame Interpolation via Deformable Separable Convolution

Xianhang Cheng, Zhenzhong Chen

Global Context-Aware Progressive Aggregation Network for Salient Object Detection

Zuyao Chen, Qianqian Xu, Runmin Cong, Qingming Huang

Frame-Guided Region-Aligned Representation for Video Person Re-Identification

Zengqun Chen, Zhiheng Zhou, Junchu Huang, Pengyu Zhang, Bo Li

Expressing Objects Just Like Words: Recurrent Visual Embedding for Image-Text Matching

Tianlang Chen, Jiebo Luo

Knowledge Graph Transfer Network for Few-Shot Recognition

Riquan Chen, Tianshui Chen, Xiaolu Hui, Hefeng Wu, Guanbin Li