IJCAI 2020

778 papers

Simultaneous Arrival Matching for New Spatial Crowdsourcing Platforms

Boyang Li, Yurong Cheng, Ye Yuan, Guoren Wang, Lei Chen

Speeding up Very Fast Decision Tree with Low Computational Cost

Jian Sun, Hongyu Jia, Bo Hu, Xiao Huang, Hao Zhang

On the Enumeration of Association Rules: A Decomposition-based Approach

Yacine Izza, Said Jabbour, Badran Raddaoui, Abdelahmid Boudane

MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product

Zhichao Huang, Xutao Li, Yunming Ye, Michael K. Ng

Opinion Maximization in Social Trust Networks

Pinghua Xu, Wenbin Hu, Jia Wu, Weiwei Liu

Robustness of Autoencoders for Anomaly Detection Under Adversarial Impact

Adam Goodge, Bryan Hooi, See Kiong Ng, Wee Siong Ng

Motif-Preserving Temporal Network Embedding

Hong Huang, Zixuan Fang, Xiao Wang, Youshan Miao, Hai Jin

GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension

Yu Chen, Lingfei Wu, Mohammed J. Zaki

Discrete Embedding for Latent Networks

Hong Yang, Ling Chen, Minglong Lei, Lingfeng Niu, Chuan Zhou

Optimal Region Search with Submodular Maximization

Xuefeng Chen, Xin Cao, Yifeng Zeng, Yixiang Fang, Bin Yao

Inductive Link Prediction for Nodes Having Only Attribute Information

YU HAO, Xin Cao, Yixiang Fang, Xike Xie, Sibo Wang

Cause-Effect Association between Event Pairs in Event Datasets

Debarun Bhattacharjya, Tian Gao, Nicholas Mattei, Dharmashankar Subramanian

Automatic Dominance Breaking for a Class of Constraint Optimization Problems

Jimmy Lee, Allen Zhong

Bipartite Encoding: A New Binary Encoding for Solving Non-Binary CSPs

Ruiwei Wang, Roland H.C. Yap

NLocalSAT: Boosting Local Search with Solution Prediction

Wenjie Zhang, Zeyu Sun, Qihao Zhu, Ge Li, Shaowei Cai

Learning Optimal Decision Trees with MaxSAT and its Integration in AdaBoost

Hao Hu, Mohamed Siala, Emmanuel Hebrard, Marie-José Huguet

Learning Sensitivity of RCPSP by Analyzing the Search Process

Marc-André Ménard, Claude-Guy Quimper, Jonathan Gaudreault

Fast and Parallel Decomposition of Constraint Satisfaction Problems

Georg Gottlob, Cem Okulmus, Reinhard Pichler

On Irrelevant Literals in Pseudo-Boolean Constraint Learning

Daniel Le Berre, Pierre Marquis, Stefan Mengel, Romain Wallon

Extended Conjunctive Normal Form and An Efficient Algorithm for Cardinality Constraints

Zhendong Lei, Shaowei Cai, Chuan Luo

Subgraph Isomorphism Meets Cutting Planes: Solving With Certified Solutions

Stephan Gocht, Ciaran McCreesh, Jakob Nordström

Early and Efficient Identification of Useless Constraint Propagation for Alldifferent Constraints

Xizhe Zhang, Jian Gao, Yizhi Lv, Weixiong Zhang

Diversity of Solutions: An Exploration Through the Lens of Fixed-Parameter Tractability Theory

Julien Baste, Michael R. Fellows, Lars Jaffke, Tomáš Masařík, Mateus de Oliveira Oliveira

A Graph-based Interactive Reasoning for Human-Object Interaction Detection

Dongming Yang, Yuexian Zou

Action-Guided Attention Mining and Relation Reasoning Network for Human-Object Interaction Detection

Xue Lin, Qi Zou, Xixia Xu

Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering

Zihao Zhu, Jing Yu, Yujing Wang, Yajing Sun, Yue Hu

Multi-attention Meta Learning for Few-shot Fine-grained Image Recognition

Yaohui Zhu, Chenlong Liu, Shuqiang Jiang

Overcoming Language Priors with Self-supervised Learning for Visual Question Answering

Xi Zhu, Zhendong Mao, Chunxiao Liu, Peng Zhang, Bin Wang

Unsupervised Scene Adaptation with Memory Regularization in vivo

Zhedong Zheng, Yi Yang

Object-Aware Multi-Branch Relation Networks for Spatio-Temporal Video Grounding

Zhu Zhang, Zhou Zhao, Zhijie Lin, Baoxing Huai, Jing Yuan

Video Question Answering on Screencast Tutorials

Wentian Zhao, Seokhwan Kim, Ning Xu, Hailin Jin

Dress like an Internet Celebrity: Fashion Retrieval in Videos

Hongrui Zhao, Jin Yu, Yanan Li, Donghui Wang, Jie Liu

Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift

Qinming Zhang, Luyan Liu, Kai Ma, Cheng Zhuo, Yefeng Zheng

Weakly Supervised Local-Global Relation Network for Facial Expression Recognition

Haifeng Zhang, Wen Su, Jun Yu, Zengfu Wang

CP-NAS: Child-Parent Neural Architecture Search for 1-bit CNNs

Li'an Zhuo, Baochang Zhang, Hanlin Chen, Linlin Yang, Chen Chen

Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang

Self-Supervised Tuning for Few-Shot Segmentation

Kai Zhu, Wei Zhai, Yang Cao

Co-Saliency Spatio-Temporal Interaction Network for Person Re-Identification in Videos

Jiawei Liu, Zheng-Jun Zha, Xierong Zhu, Na Jiang

Exploiting Visual Semantic Reasoning for Video-Text Retrieval

Zerun Feng, Zhimin Zeng, Caili Guo, Zheng Li

Feature Augmented Memory with Global Attention Network for VideoQA

Jiayin Cai, Chun Yuan, Cheng Shi, Lei Li, Yangyang Cheng

HAF-SVG: Hierarchical Stochastic Video Generation with Aligned Features

Zhihui Lin, Chun Yuan, Maomao Li

Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval

Xinxun Xu, Muli Yang, Yanhua Yang, Hao Wang

TRP: Trained Rank Pruning for Efficient Deep Neural Networks

Yuhui Xu, Yuxi Li, SHUAI ZHANG, Wei Wen, Botao WANG

DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion

Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Jiangshe Zhang

Self-supervised Monocular Depth and Visual Odometry Learning with Scale-consistent Geometric Constraints

Mingkang Xiong, Zhenghong Zhang, Weilin Zhong, Jinsheng Ji, Jiyuan Liu

Label-Attended Hashing for Multi-Label Image Retrieval

Yanzhao Xie, Yu Liu, Yangtao Wang, Lianli Gao, Peng Wang

Polar Relative Positional Encoding for Video-Language Segmentation

Ke Ning, Lingxi Xie, Fei Wu, Qi Tian

Hierarchical Attention Based Spatial-Temporal Graph-to-Sequence Learning for Grounded Video Description

Kai Shen, Lingfei Wu, Fangli Xu, Siliang Tang, Jun Xiao

Bidirectional Adversarial Training for Semi-Supervised Domain Adaptation

Pin Jiang, Aming Wu, Yahong Han, Yunfeng Shao, Meiyu Qi

Temporal Adaptive Alignment Network for Deep Video Inpainting

Ruixin Liu, Zhenyu Weng, Yuesheng Zhu, Bairong Li

Recurrent Relational Memory Network for Unsupervised Image Captioning

Dan Guo, Yang Wang, Peipei Song, Meng Wang

Unsupervised Vehicle Re-identification with Progressive Adaptation

Jinjia Peng, Yang Wang, Huibing Wang, Zhao Zhang, Xianping Fu

Zero-Shot Object Detection via Learning an Embedding from Semantic Space to Visual Space

Licheng Zhang, Xianzhi Wang, Lina Yao, Lin Wu, Feng Zheng

Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification

Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Huang Da

Diagnosing the Environment Bias in Vision-and-Language Navigation

Yubo Zhang, Hao Tan, Mohit Bansal

Consistent Domain Structure Learning and Domain Alignment for 2D Image-Based 3D Objects Retrieval

Yuting Su, Yuqian Li, Dan Song, Weizhi Nie, Wenhui Li

Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error

Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam

Overflow Aware Quantization: Accelerating Neural Network Inference by Low-bit Multiply-Accumulate Operations

Hongwei Xie, Yafei Song, Ling Cai, Mingyang Li

Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings

Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jagersand

Set and Rebase: Determining the Semantic Graph Connectivity for Unsupervised Cross-Modal Hashing

Weiwei Wang, Yuming Shen, Haofeng Zhang, Yazhou Yao, Li Liu

Few-shot Human Motion Prediction via Learning Novel Motion Dynamics

Chuanqi Zang, Mingtao Pei, Yu Kong

Hierarchical Instance Feature Alignment for 2D Image-Based 3D Shape Retrieval

Heyu Zhou, Weizhi Nie, Wenhui Li, Dan Song, An-An Liu

BARNet: Bilinear Attention Network with Adaptive Receptive Fields for Surgical Instrument Segmentation

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

Deep Polarized Network for Supervised Learning of Accurate Binary Hashing Codes

Lixin Fan, Kam Woh Ng, Ce Ju, Tianyu Zhang, Chee Seng Chan

Dynamic Language Binding in Relational Visual Reasoning

Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran

Few-shot Visual Learning with Contextual Memory and Fine-grained Calibration

Yuqing Ma, Wei Liu, Shihao Bai, Qingyu Zhang, Aishan Liu

Transductive Relation-Propagation Network for Few-shot Learning

Yuqing Ma, Shihao Bai, Shan An, Wei Liu, Aishan Liu

Position-Aware Recalibration Module: Learning From Feature Semantics and Feature Position

Xu Ma, Song Fu

AttAN: Attention Adversarial Networks for 3D Point Cloud Semantic Segmentation

Gege Zhang, Qinghua Ma, Licheng Jiao, Fang Liu, Qigong Sun

Semi-Dynamic Hypergraph Neural Network for 3D Pose Estimation

Shengyuan Liu, Pei Lv, Yuzhen Zhang, Jie Fu, Junjin Cheng

k-SDPP: Fixed-Size Video Summarization via Sequential Determinantal Point Processes

Jiping Zheng, Ganfeng Lu

Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning

Longteng Guo, Jing Liu, Xinxin Zhu, Xingjian He, Jie Jiang

Latent Regularized Generative Dual Adversarial Network For Abnormal Detection

Chengwei Chen, Jing Liu, Yuan Xie, Yin Xiao Ban, Chunyun Wu

Multi-Scale Spatial-Temporal Integration Convolutional Tube for Human Action Recognition

Haoze Wu, Jiawei Liu, Xierong Zhu, Meng Wang, Zheng-Jun Zha

Learning to Discretely Compose Reasoning Module Networks for Video Captioning

Ganchao Tan, Daqing Liu, Meng Wang, Zheng-Jun Zha

Visual Encoding and Decoding of the Human Brain Based on Shared Features

CHAO LI, Baolin Liu, Jianguo Wei

G2RL: Geometry-Guided Representation Learning for Facial Action Unit Intensity Estimation

Yingruo Fan, Zhaojiang Lin

Bi-level Probabilistic Feature Learning for Deformable Image Registration

Risheng Liu, Zi Li, Yuxi Zhang, Xin Fan, Zhongxuan Luo

Learning Task-aware Local Representations for Few-shot Learning

Chuanqi Dong, Wenbin Li, Jing Huo, Zheng Gu, Yang Gao

TLPG-Tracker: Joint Learning of Target Localization and Proposal Generation for Visual Tracking

Siyuan Li, Zhi Zhang, Ziyu Liu, Anna Wang, Linglong Qiu

E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation

Meng Lan, Yipeng Zhang, Qinning Xu, Lefei Zhang

Pay Attention to Devils: A Photometric Stereo Network for Better Details

Yakun Ju, Kin-Man Lam, Yang Chen, Lin Qi, Junyu Dong

DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue

Xiaoze Jiang, Jing Yu, Yajing Sun, Zengchang Qin, Zihao Zhu

GestureDet: Real-time Student Gesture Analysis with Multi-dimensional Attention-based Detector

Rui Zheng, Fei Jiang, Ruimin Shen

Channel Pruning via Automatic Structure Search

Mingbao Lin, Rongrong Ji, Yuxin Zhang, Baochang Zhang, Yongjian Wu

Biased Feature Learning for Occlusion Invariant Face Recognition

Changbin Shao, Jing Huo, Lei Qi, Zhen-Hua Feng, Wenbin Li

Human Consensus-Oriented Image Captioning

Ziwei Wang, Zi Huang, Yadan Luo

Real-World Automatic Makeup via Identity Preservation Makeup Net

Zhikun Huang, Zhedong Zheng, Chenggang Yan, Hongtao Xie, Yaoqi Sun

Super-Resolution and Inpainting with Degraded and Upgraded Generative Adversarial Networks

Yawen Huang, Feng Zheng, Danyang Wang, Junyu Jiang, Xiaoqian Wang

Multichannel Color Image Denoising via Weighted Schatten p-norm Minimization

Xinjian Huang, Bo Du, Weiwei Liu

SBAT: Video Captioning with Sparse Boundary-Aware Transformer

Tao Jin, Siyu Huang, Ming Chen, Yingming Li, Zhongfei Zhang

Generating Person Images with Appearance-aware Pose Stylizer

Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou

Spatiotemporal Super-Resolution with Cross-Task Consistency and Its Semi-supervised Extension

Han-Yi Lin, Pi-Cheng Hsiu, Tei-Wei Kuo, Yen-yu Lin

Characterizing Similarity of Visual Stimulus from Associated Neuronal Response

Vikram Ravindra, Ananth Grama

SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor

Jiachen Xu, Jingyu Gong, Jie Zhou, Xin Tan, Yuan Xie

Bottom-up and Top-down: Bidirectional Additive Net for Edge Detection

Lianli Gao, Zhilong Zhou, Heng Tao Shen, Jingkuan Song

Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation

Tao He, Lianli Gao, Jingkuan Song, Jianfei Cai, Yuan-Fang Li

Multi-graph Fusion for Functional Neuroimaging Biomarker Detection

Jiangzhang Gan, Xiaofeng Zhu, Rongyao Hu, Yonghua Zhu, Junbo Ma

SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation

Siddhartha Gairola, Mayur Hemani, Ayush Chopra, Balaji Krishnamurthy

JPEG Artifacts Removal via Compression Quality Ranker-Guided Networks

Menglu Wang, Xueyang Fu, Zepei Sun, Zheng-Jun Zha