AAAI 2021

1,961 papers

Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers

Shijie Geng, peng gao, Moitreya Chatterjee, Chiori Hori, Jonathan Le Roux

Semantic-guided Reinforced Region Embedding for Generalized Zero-Shot Learning

Jiannan Ge, Hongtao Xie, Shaobo Min, Yongdong Zhang

Learning Local Neighboring Structure for Robust 3D Shape Representation

Zhongpai Gao, Junchi Yan, Guangtao Zhai, Juyong Zhang, Yiyan Yang

The Complexity of Object Association in Multiple Object Tracking

Robert Ganian, Thekla Hamm, Sebastian Ordyniak

A Systematic Evaluation of Object Detection Networks for Scientific Plots

Pritha Ganguly, Nitesh S Methani, Mitesh M. Khapra, Pratyush Kumar

Deep Metric Learning with Self-Supervised Ranking

Zheren Fu, Yan Li, Zhendong Mao, Quan Wang, Yongdong Zhang

CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation

Yang Fu, Linjie Yang, Ding Liu, Thomas S. Huang, Humphrey Shi

Rain Streak Removal via Dual Graph Convolutional Network

Xueyang Fu, Qi Qi, Zheng-Jun Zha, Yurui Zhu, Xinghao Ding

Learning Complex 3D Human Self-Contact

Mihai Fieraru, Mihai Zanfir, Elisabeta Oneata, Alin-Ionut Popa, Vlad Olaru

Visual Boundary Knowledge Translation for Foreground Segmentation

Zunlei Feng, Lechao Cheng, Xinchao Wang, Xiang Wang, Ya Jie Liu

Edge-competing Pathological Liver Vessel Segmentation with Limited Labels

Zunlei Feng, Zhonghua Wang, Xinchao Wang, Xiuming Zhang, Lechao Cheng

Memory-Augmented Image Captioning

Zhengcong Fei

Partially Non-Autoregressive Image Captioning

Zhengcong Fei

DecAug: Augmenting HOI Detection via Decomposition

Hao-Shu Fang, Yichen Xie, Dian Shao, Yong-Lu Li, Cewu Lu

DIRV: Dense Interaction Region Voting for End-to-End Human-Object Interaction Detection

Hao-Shu Fang, Yichen Xie, Dian Shao, Cewu Lu

How to Save your Annotation Cost for Panoptic Segmentation?

Xuefeng Du, ChenHan Jiang, Hang Xu, Gengwei Zhang, Zhenguo Li

Boosting Image-based Mutual Gaze Detection using Pseudo 3D Gaze

Bardia Doosti, Ching-Hui Chen, Raviteja Vemulapalli, Xuhui Jia, Yukun Zhu

MIEHDR CNN: Main Image Enhancement based Ghost-Free High Dynamic Range Imaging using Dual-Lens Systems

Xuan Dong, Xiaoyan Hu, Weixin Li, Xiaojie Wang, Yunhong Wang

Few-Shot Class-Incremental Learning via Relation Knowledge Distillation

Songlin Dong, Xiaopeng Hong, Xiaoyu Tao, Xinyuan Chang, Xing Wei

Modeling the Probabilistic Distribution of Unlabeled Data for One-shot Medical Image Segmentation

Yuhang Ding, Xin Yu, Yi Yang

Towards Universal Physical Attacks on Single Object Tracking

Li Ding, Yongwei Wang, Kaiwen Yuan, Minyang Jiang, Ping Wang

Spatio-Temporal Difference Descriptor for Skeleton-Based Action Recognition

Chongyang Ding, Kai Liu, Jari Korhonen, Evgeny Belyaev

Haiwen Diao, Ying Zhang, Lin Ma, Huchuan Lu

Arbitrary Video Style Transfer via Multi-Channel Correlation

Yingying Deng, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma

Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection

Jiajun Deng, Shaoshuai Shi, Peiwei Li, Wengang Zhou, Yanyong Zhang

RSGNet: Relation based Skeleton Graph Network for Crowded Scenes Pose Estimation

Yan Dai, Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen

Split then Refine: Stacked Attention-guided ResUNets for Blind Single Image Visible Watermark Removal

Xiaodong Cun, Chi-Man Pun

DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental Learning

Bo Cui, Guyue Hu, Shan Yu

DramaQA: Character-Centered Video Story Understanding with Hierarchical QA

Seongho Choi, Kyoung-Woon On, Yu-Jung Heo, Ahjeong Seo, Youwon Jang

Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos

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

Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification

Siyuan Cheng, Yingqi Liu, Shiqing Ma, Xiangyu Zhang

SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network

Mingmei Cheng, Le Hui, Jin Xie, Jian Yang

Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing

Zhihong Chen, Taiping Yao, Kekai Sheng, Shouhong Ding, Ying Tai

Cascade Network with Guided Loss and Hybrid Attention for Finding Good Correspondences

Zhi Chen, Fan Yang, Wenbing Tao

Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition

Zhan Chen, Sicheng Li, Bing Yang, Qinghan Li, Hong Liu

SSD-GAN: Measuring the Realness in the Spatial and Spectral Domains

Yuanqi Chen, Ge Li, Cece Jin, Shan Liu, Thomas Li

A Unified Multi-Scenario Attacking Network for Visual Object Tracking

Xuesong Chen, Canmiao Fu, Feng Zheng, Yong Zhao, hongsheng Li

Deductive Learning for Weakly-Supervised 3D Human Pose Estimation via Uncalibrated Cameras

Xipeng Chen, Pengxu Wei, Liang Lin

Local Relation Learning for Face Forgery Detection

Shen Chen, Taiping Yao, Yang Chen, Shouhong Ding, Jilin Li

Mind-the-Gap! Unsupervised Domain Adaptation for Text-Video Retrieval

Qingchao Chen, Yang Liu, Samuel Albanie

RGB-D Salient Object Detection via 3D Convolutional Neural Networks

Qian Chen, Ze Liu, Yi Zhang, Keren Fu, Qijun Zhao

Dual Distribution Alignment Network for Generalizable Person Re-Identification

Peixian Chen, Pingyang Dai, Jianzhuang Liu, Feng Zheng, Mingliang Xu

RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning

Peihao Chen, Deng Huang, Dongliang He, Xiang Long, Runhao Zeng

Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding

Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang, Shih-fu Chang

Spatial-temporal Causal Inference for Partial Image-to-video Adaptation

Jin Chen, Xinxiao Wu, Yao Hu, Jiebo Luo

Joint Demosaicking and Denoising in the Wild: The Case of Training Under Ground Truth Uncertainty

Jierun Chen, Song Wen, S.-H. Gary Chan

Attention-based Multi-Level Fusion Network for Light Field Depth Estimation

JIAXIN CHEN, Shuo Zhang, Youfang Lin

Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual Storytelling

Hong Chen, Yifei Huang, Hiroya Takamura, Hideki Nakayama

CNN Profiler on Polar Coordinate Images for Tropical Cyclone Structure Analysis

Boyo Chen, Buo-Fu Chen, Chun Min Hsiao

Deep Metric Learning with Graph Consistency

Binghui Chen, Pengyu Li, Zhaoyi Yan, Biao Wang, Lei Zhang

Understanding Deformable Alignment in Video Super-Resolution

Kelvin C.K. Chan, Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy

Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views

Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa

YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li

Rethinking Object Detection in Retail Stores

Yuanqiang Cai, Longyin Wen, Libo Zhang, Dawei Du, Weiqiang Wang

Appearance-Motion Memory Consistency Network for Video Anomaly Detection

Ruichu Cai, Hao Zhang, Wen Liu, Shenghua Gao, Zhifeng Hao

Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification

Ardhendu Behera, Zachary Wharton, Pradeep R P G Hewage, Asish Bera

Dense Events Grounding in Video

Peijun Bao, Qian Zheng, Yadong Mu

Disentangled Multi-Relational Graph Convolutional Network for Pedestrian Trajectory Prediction

Inhwan Bae, Hae-Gon Jeon

Motion-blurred Video Interpolation and Extrapolation

Dawit Mureja Argaw, Junsik Kim, Francois Rameau, In So Kweon

Optical Flow Estimation from a Single Motion-blurred Image

Dawit Mureja Argaw, Junsik Kim, Francois Rameau, Jae Won Cho, In So Kweon

Deep Event Stereo Leveraged by Event-to-Image Translation

Soikat Hasan Ahmed, Hae Woong Jang, S M Nadim Uddin, Yong Ju Jung

Localization in the Crowd with Topological Constraints

Shahira Abousamra, Minh Hoai, Dimitris Samaras, Chao Chen

Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition

Li-Ming Zhao, Xu Yan, Bao-Liang Lu

Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks

Yoon-Je Suh, Byung Hyung Kim

PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception

Aviv Netanyahu, Tianmin Shu, Boris Katz, Andrei Barbu, Joshua B. Tenenbaum

Towards a Better Understanding of VR Sickness: Physical Symptom Prediction for VR Contents

Hak Gu Kim, Sangmin Lee, Seongyeop Kim, Heoun-taek Lim, Yong Man Ro

Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis

Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti, Massimo Melucci, Yijun Yu

Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders

Arun Das, Jeffrey Mock, Yufei Huang, Edward Golob, Peyman Najafirad

Neural Analogical Matching

Maxwell Crouse, Constantine Nakos, Ibrahim Abdelaziz, Ken Forbus

Visual Relation Detection using Hybrid Analogical Learning

Kezhen Chen, Ken Forbus

Apparently Irrational Choice as Optimal Sequential Decision Making

Haiyang Chen, Hyung Jin Chang, Andrew Howes

Model-Agnostic Fits for Understanding Information Seeking Patterns in Humans

Soumya Chatterjee, Pradeep Shenoy

Probabilistic Programming Bots in Intuitive Physics Game Play

Fahad Alhasoun, Sarah Alneghiemish

Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification

Yi Zhou, Lei Huang, Tianfei Zhou, Ling Shao

Towards Balanced Defect Prediction with Better Information Propagation

Xianda Zheng, Yuan-Fang Li, Huan Gao, Yuncheng Hua, Guilin Qi

DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems

Xiangyu Zhao, Changsheng Gu, Haoshenglun Zhang, Xiwang Yang, Xiaobing Liu

Online 3D Bin Packing with Constrained Deep Reinforcement Learning

Hang Zhao, Qijin She, Chenyang Zhu, Yin Yang, Kai Xu

A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis

Ying Zhang, Yifang Yin, Zhenguang Liu, Roger Zimmermann

Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation

Xinyu Zhang, Yirui Wang, Chi-Tung Cheng, Le Lu, Adam P. Harrison

GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients

Chaohe Zhang, Xin Gao, Liantao Ma, Yasha Wang, Jiangtao Wang

Bigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic Search

Xinghao Yang, Weifeng Liu, James Bailey, Dacheng Tao, Wei Liu

Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels

Siqi Yang, Jun Zhang, Junzhou Huang, Brian C. Lovell, Xiao Han

Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage

Chengcheng Yang, Lisi Chen, Hao Wang, Shuo Shang

Deep Partial Rank Aggregation for Personalized Attributes

Qianqian Xu, Zhiyong Yang, Zuyao Chen, Yangbangyan Jiang, Xiaochun Cao

Hierarchically and Cooperatively Learning Traffic Signal Control

Bingyu Xu, Yaowei Wang, Zhaozhi Wang, Huizhu Jia, Zongqing Lu

Automated Symbolic Law Discovery: A Computer Vision Approach

Hengrui Xing, Ansaf Salleb-Aouissi, Nakul Verma

Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series

Yinjun Wu, Jingchao Ni, Wei Cheng, Bo Zong, Dongjin Song

DeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding

Zhicheng Wang, Biwei Huang, Shikui Tu, Kun Zhang, Lei Xu

Alternative Baselines for Low-Shot 3D Medical Image Segmentation---An Atlas Perspective

Shuxin Wang, Shilei Cao, Dong Wei, Cong Xie, Kai Ma

Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management

Rundong Wang, Hongxin Wei, Bo An, Zhouyan Feng, Jun Yao

PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning

Qin Wang, Boyuan Wang, Zhenlei Xu, Jiaxiang Wu, Peilin Zhao

Sketch Generation with Drawing Process Guided by Vector Flow and Grayscale

Zhengyan Tong, Xuanhong Chen, Bingbing Ni, Xiaohang Wang

DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations

Ruben Tolosana, Paula Delgado-Santos, Andres Perez-Uribe, Ruben Vera-Rodriguez, Julian Fierrez

A Hierarchical Approach to Multi-Event Survival Analysis

Donna Tjandra, Yifei He, Jenna Wiens

Fully Exploiting Cascade Graphs for Real-time Forwarding Prediction

Xiangyun Tang, Dongliang Liao, Weijie Huang, Jin Xu, Liehuang Zhu

Traffic Shaping in E-Commercial Search Engine: Multi-Objective Online Welfare Maximization

Liucheng Sun, Chenwei Weng, Chengfu Huo, Weijun Ren, Guochuan Zhang

Oral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-ray

Weinan Song, Yuan Liang, Jiawei Yang, Kun Wang, Lei He

Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data

Amila Silva, Ling Luo, Shanika Karunasekera, Christopher Leckie

The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network

Zijian Shi, Yu Chen, John Cartlidge

Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models

Rongye Shi, Zhaobin Mo, Xuan Di