AAAI 2021

1,961 papers

ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs

Fei Yu, Jiji Tang, Weichong Yin, Yu Sun, Hao Tian

Multimodal Fusion via Teacher-Student Network for Indoor Action Recognition

Bruce X.B. Yu, Yan Liu, Keith C.C. Chan

Instance Mining with Class Feature Banks for Weakly Supervised Object Detection

Yufei Yin, Jiajun Deng, Wengang Zhou, Houqiang Li

A Case Study of the Shortcut Effects in Visual Commonsense Reasoning

Keren Ye, Adriana Kovashka

One-shot Face Reenactment Using Appearance Adaptive Normalization

Guangming Yao, Yi Yuan, Tianjia Shao, Shuang Li, Shanqi Liu

R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object

Xue Yang, Junchi Yan, Ziming Feng, Tao He

CPCGAN: A Controllable 3D Point Cloud Generative Adversarial Network with Semantic Label Generating

Ximing Yang, Yuan Wu, Kaiyi Zhang, Cheng Jin

Adversarial Robustness through Disentangled Representations

Shuo Yang, Tianyu Guo, Yunhe Wang, Chang Xu

Object Relation Attention for Image Paragraph Captioning

Li-Chuan Yang, Chih-Yuan Yang, Jane Yung-jen Hsu

Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning

Fengxiang Yang, Zhun Zhong, Hong Liu, Zheng Wang, Zhiming Luo

Non-Autoregressive Coarse-to-Fine Video Captioning

Bang Yang, Yuexian Zou, Fenglin Liu, Can Zhang

Learning Semantic Context from Normal Samples for Unsupervised Anomaly Detection

Xudong Yan, Huaidong Zhang, Xuemiao Xu, Xiaowei Hu, Pheng-Ann Heng

Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion

Xu Yan, Jiantao Gao, Jie Li, Ruimao Zhang, Zhen Li

AnchorFace: An Anchor-based Facial Landmark Detector Across Large Poses

Zixuan Xu, Banghuai Li, Ye Yuan, Miao Geng

FaceController: Controllable Attribute Editing for Face in the Wild

Zhiliang Xu, Xiyu Yu, Zhibin Hong, Zhen Zhu, Junyu Han

GIF Thumbnails: Attract More Clicks to Your Videos

Yi Xu, Fan Bai, Yingxuan Shi, Qiuyu Chen, Longwen Gao

Searching for Alignment in Face Recognition

Xiaqing Xu, Qiang Meng, Yunxiao Qin, Jianzhu Guo, Chenxu Zhao

Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud

Mutian Xu, Junhao Zhang, Zhipeng Zhou, Mingye Xu, Xiaojuan Qi

Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud

Mingye Xu, Zhipeng Zhou, Junhao Zhang, Yu Qiao

Efficient Deep Image Denoising via Class Specific Convolution

Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei

Self-supervised Multi-view Stereo via Effective Co-Segmentation and Data-Augmentation

Hongbin Xu, Zhipeng Zhou, Yu Qiao, Wenxiong Kang, Qiuxia Wu

Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning

Chunpu Xu, Min Yang, Chengming Li, Ying Shen, Xiang Ao

Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation

Chenxin Xu, Siheng Chen, Maosen Li, Ya Zhang

Locate Globally, Segment Locally: A Progressive Architecture With Knowledge Review Network for Salient Object Detection

Binwei Xu, Haoran Liang, Ronghua Liang, Peng Chen

Amodal Segmentation Based on Visible Region Segmentation and Shape Prior

Yuting Xiao, Yanyu Xu, Ziming Zhong, Weixin Luo, Jiawei Li

Boundary Proposal Network for Two-stage Natural Language Video Localization

Shaoning Xiao, Long Chen, Songyang Zhang, Wei Ji, Jian Shao

Shape-Pose Ambiguity in Learning 3D Reconstruction from Images

Yunjie Wu, Zhengxing Sun, Youcheng Song, Yunhan Sun, YiJie Zhong

Beating Attackers At Their Own Games: Adversarial Example Detection Using Adversarial Gradient Directions

Yuhang Wu, Sunpreet S Arora, Yanhong Wu, Hao Yang

Binaural Audio-Visual Localization

Xinyi Wu, Zhenyao Wu, Lili Ju, Song Wang

Anticipating Future Relations via Graph Growing for Action Prediction

Xinxiao Wu, Jianwei Zhao, Ruiqi Wang

MVFNet: Multi-View Fusion Network for Efficient Video Recognition

Wenhao Wu, Dongliang He, Tianwei Lin, Fu Li, Chuang Gan

Learning Comprehensive Motion Representation for Action Recognition

Mingyu Wu, Boyuan Jiang, Donghao Luo, Junchi Yan, Yabiao Wang

Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition

Jin-Wen Wu, Fei Yin, Yan-Ming Zhang, Xu-yao Zhang, Cheng-lin Liu

Precise Yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy Videos

Huisi Wu, Jiafu Zhong, Wei Wang, Zhenkun Wen, Jing Qin

Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images

Huisi Wu, Jiasheng Liu, Wei Wang, Zhenkun Wen, Jing Qin

Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification

Guile Wu, Shaogang Gong

Generalising without Forgetting for Lifelong Person Re-Identification

Guile Wu, Shaogang Gong

Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations

Alex Wong, Mukund Mundhra, Stefano Soatto

Holistic Multi-View Building Analysis in the Wild with Projection Pooling

Zbigniew Wojna, Krzysztof Maziarz, Łukasz Jocz, Robert Pałuba, Robert Kozikowski

Semantic Consistency Networks for 3D Object Detection

Wenwen Wei, Ping Wei, Nanning Zheng

C2F-FWN: Coarse-to-Fine Flow Warping Network for Spatial-Temporal Consistent Motion Transfer

Dongxu Wei, Xiaowei Xu, Haibin Shen, Kejie Huang

Geodesic-HOF: 3D Reconstruction Without Cutting Corners

Ziyun Wang, Eric A. Mitchell, Volkan Isler, Daniel D. Lee

Confidence-aware Non-repetitive Multimodal Transformers for TextCaps

Zhaokai Wang, Renda Bao, Qi Wu, Si Liu

Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images

Xiaofei Wang, Mai Xu, Jicong Zhang, Lai Jiang, Liu Li

Teacher Guided Neural Architecture Search for Face Recognition

Xiaobo Wang

Very Important Person Localization in Unconstrained Conditions: A New Benchmark

Xiao Wang, Zheng Wang, Toshihiko Yamasaki, Wenjun Zeng

Co-mining: Self-Supervised Learning for Sparsely Annotated Object Detection

Tiancai Wang, Tong Yang, Jiale Cao, Xiangyu Zhang

Dynamic Position-aware Network for Fine-grained Image Recognition

Shijie Wang, Haojie Li, Zhihui Wang, Wanli Ouyang

PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network

pengfei wang, Chengquan Zhang, Fei Qi, Shanshan Liu, Xiaoqiang Zhang

Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination

Peng-Shuai Wang, Yu-Qi Yang, Qian-Fang Zou, Zhirong Wu, Yang Liu

Camera-Aware Proxies for Unsupervised Person Re-Identification

Menglin Wang, Baisheng Lai, Jianqiang Huang, Xiaojin Gong, Xian-Sheng Hua

Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval

Jinpeng Wang, Bin Chen, Qiang Zhang, Zaiqiao Meng, Shangsong Liang

Self-Domain Adaptation for Face Anti-Spoofing

Jingjing Wang, Jingyi Zhang, Ying Bian, Youyi Cai, Chunmao Wang

Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution

Jiapeng Wang, Chongyu Liu, LianWen Jin, Guozhi Tang, Jiaxin Zhang

Temporal Relational Modeling with Self-Supervision for Action Segmentation

Dong Wang, Di Hu, Xingjian Li, Dejing Dou

Efficient Object-Level Visual Context Modeling for Multimodal Machine Translation: Masking Irrelevant Objects Helps Grounding

Dexin Wang, Deyi Xiong

Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning

Chaoqun Wang, Xuejin Chen, Shaobo Min, Xiaoyan Sun, Houqiang Li

SCNet: Training Inference Sample Consistency for Instance Segmentation

Thang Vu, Haeyong Kang, Chang D. Yoo

Artificial Dummies for Urban Dataset Augmentation

Antonin Vobecky, David Hurych, Michal Uřičář, Patrick Pérez, Josef Sivic

Adversarial Turing Patterns from Cellular Automata

Nurislam Tursynbek, Ilya Vilkoviskiy, Maria Sindeeva, Ivan Oseledets

Adversarial Training Reduces Information and Improves Transferability

Matteo Terzi, Alessandro Achille, Marco Maggipinto, Gian Antonio Susto

Gradient Regularized Contrastive Learning for Continual Domain Adaptation

SHIXIANG TANG, Peng Su, Dapeng Chen, Wanli Ouyang

Structure-aware Person Image Generation with Pose Decomposition and Semantic Correlation

Jilin Tang, Yi Yuan, Tianjia Shao, Yong Liu, Mengmeng Wang

Object-Centric Image Generation from Layouts

Tristan Sylvain, Pengchuan Zhang, Yoshua Bengio, R Devon Hjelm, Shikhar Sharma

Domain General Face Forgery Detection by Learning to Weight

Ke Sun, Hong Liu, Qixiang Ye, Yue Gao, Jianzhuang Liu

Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging

He Sun, Katherine L. Bouman

MAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection

Guanxiong Sun, Yang Hua, Guosheng Hu, Neil Robertson

MangaGAN: Unpaired Photo-to-Manga Translation Based on The Methodology of Manga Drawing

Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Jiahe Cui

BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation

Haisheng Su, Weihao Gan, Wei Wu, Yu Qiao, Junjie Yan

Unsupervised Model Adaptation for Continual Semantic Segmentation

Serban Stan, Mohammad Rostami

Image Captioning with Context-Aware Auxiliary Guidance

Zeliang Song, Xiaofei Zhou, Zhendong Mao, Jianlong Tan

To Choose or to Fuse? Scale Selection for Crowd Counting

Qingyu Song, Changan Wang, Yabiao Wang, Ying Tai, Chengjie Wang

AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing

Qi Song, Kangfu Mei, Rui Huang

Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model

Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li

Social-DPF: Socially Acceptable Distribution Prediction of Futures

Xiaodan Shi, Xiaowei Shao, Guangming Wu, Haoran Zhang, Zhiling Guo

Progressive Network Grafting for Few-Shot Knowledge Distillation

Chengchao Shen, Xinchao Wang, Youtan Yin, Jie Song, Sihui Luo

Enhanced Regularizers for Attributional Robustness

Anindya Sarkar, Anirban Sarkar, Vineeth N Balasubramanian

Audio-Visual Localization by Synthetic Acoustic Image Generation

Valentina Sanguineti, Pietro Morerio, Alessio Del Bue, Vittorio Murino

Semantic Grouping Network for Video Captioning

Hobin Ryu, Sunghun Kang, Haeyong Kang, Chang D. Yoo

Efficient Certification of Spatial Robustness

Anian Ruoss, Maximilian Baader, Mislav Balunovic, Martin Vechev

DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch

Xiaofeng Ruan, Yufan Liu, Bing Li, chunfeng yuan, Weiming Hu

AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks

Youngmin Ro, Jin Young Choi

REFINE: Prediction Fusion Network for Panoptic Segmentation

Jiawei Ren, Cunjun Yu, Zhongang Cai, Mingyuan Zhang, Chongsong Chen

MANGO: A Mask Attention Guided One-Stage Scene Text Spotter

Liang Qiao, Ying Chen, Zhanzhan Cheng, Yunlu Xu, Yi Niu

Learning Modulated Loss for Rotated Object Detection

Wen Qian, Xue Yang, Silong Peng, Junchi Yan, Yue Guo

KGDet: Keypoint-Guided Fashion Detection

Shenhan Qian, Dongze Lian, Binqiang Zhao, Tong Liu, Bohui Zhu

Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval

Shengsheng Qian, Dizhan Xue, Huaiwen Zhang, Quan Fang, Changsheng Xu

Explainable Models with Consistent Interpretations

Vipin Pillai, Hamed Pirsiavash

CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval

Hai X. Pham, Ricardo Guerrero, Vladimir Pavlovic, Jiatong Li

Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation

Sunghyun Park, Kangyeol Kim, Junsoo Lee, Jaegul Choo, Joonseok Lee

Learning Disentangled Representation for Fair Facial Attribute Classification via Fairness-aware Information Alignment

Sungho Park, Sunhee Hwang, Dohyung Kim, Hyeran Byun

Few-shot Font Generation with Localized Style Representations and Factorization

Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim

TDAF: Top-Down Attention Framework for Vision Tasks

Bo Pang, Yizhuo Li, Jiefeng Li, Muchen Li, Hanwen Cao

Embodied Visual Active Learning for Semantic Segmentation

David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu

Terrace-based Food Counting and Segmentation

Huu-Thanh Nguyen, Chong-Wah Ngo

Dynamic Anchor Learning for Arbitrary-Oriented Object Detection

Qi Ming, Zhiqiang Zhou, Lingjuan Miao, Hongwei Zhang, Linhao Li

CARPe Posterum: A Convolutional Approach for Real-Time Pedestrian Path Prediction

Matias Mendieta, Hamed Tabkhi

Few-Shot Lifelong Learning

Pratik Mazumder, Pravendra Singh, Piyush Rai

Scene Graph Embeddings Using Relative Similarity Supervision

Paridhi Maheshwari, Ritwick Chaudhry, Vishwa Vinay

Learning to Count via Unbalanced Optimal Transport

Zhiheng Ma, Xing Wei, Xiaopeng Hong, Hui Lin, Yunfeng Qiu