Skip to content
conftrace_

AAAI 2022

1,624 papers

LAGConv: Local-Context Adaptive Convolution Kernels with Global Harmonic Bias for Pansharpening

Zi-Rong Jin, Tian-Jing Zhang, Tai-Xiang Jiang, Gemine Vivone, Liang-Jian Deng

DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency Prior

Shuangping Jin, Bingbing Yu, Minhao Jing, Yi Zhou, Jiajun Liang

Coarse-to-Fine Generative Modeling for Graphic Layouts

Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang

HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images

Meirui Jiang, Zirui Wang, Qi Dou

Degrade Is Upgrade: Learning Degradation for Low-Light Image Enhancement

Kui Jiang, Zhongyuan Wang, Zheng Wang, Chen Chen, Peng Yi

Learning Disentangled Attribute Representations for Robust Pedestrian Attribute Recognition

Jian Jia, Naiyu Gao, Fei He, Xiaotang Chen, Kaiqi Huang

FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations

Yonghyun Jeong, Doyeon Kim, Youngmin Ro, Jongwon Choi

An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks

Haedong Jeong, Jiyeon Han, Jaesik Choi

MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion

Md Mofijul Islam, Tariq Iqbal

Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-identification

Zhipeng Huang, Jiawei Liu, Liang Li, Kecheng Zheng, Zheng-Jun Zha

UFPMP-Det:Toward Accurate and Efficient Object Detection on Drone Imagery

Yecheng Huang, JIAXIN CHEN, Di Huang

Channelized Axial Attention – considering Channel Relation within Spatial Attention for Semantic Segmentation

Ye Huang, Di Kang, Wenjing Jia, Liu Liu, Xiangjian He

Learning to Model Pixel-Embedded Affinity for Homogeneous Instance Segmentation

Wei Huang, Shiyu Deng, Chang Chen, Xueyang Fu, Zhiwei Xiong

Deconfounded Visual Grounding

Jianqiang Huang, Yu Qin, Jiaxin Qi, Qianru Sun, Hanwang Zhang

CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes

Hao Huang, Yongtao Wang, Zhaoyu Chen, Yuze Zhang, Yuheng Li

Divide-and-Regroup Clustering for Domain Adaptive Person Re-identification

Zhengdong Hu, Yifan Sun, Yi Yang, Jianguang Zhou

AFDetV2: Rethinking the Necessity of the Second Stage for Object Detection from Point Clouds

Yihan Hu, Zhuangzhuang Ding, Runzhou Ge, Wenxin Shao, Li Huang

Bi-volution: A Static and Dynamic Coupled Filter

Xiwei Hu, Xuanhong Chen, Bingbing Ni, Teng Li, Yutian Liu

FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos

Juan Hu, Xin Liao, Jinwen Liang, Wenbo Zhou, Zheng Qin

Elastic-Link for Binarized Neural Networks

Jie Hu, Ziheng Wu, Vince Tan, Zhilin Lu, Mengze Zeng

H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis

Wentai Hou, Lequan Yu, Chengxuan Lin, Helong Huang, Rongshan Yu

Shape-Adaptive Selection and Measurement for Oriented Object Detection

Liping Hou, Ke Lu, Jian Xue, Yuqiu Li

Shadow Generation for Composite Image in Real-World Scenes

Yan Hong, Li Niu, Jianfu Zhang

Uncertainty-Driven Dehazing Network

Ming Hong, Jianzhuang Liu, Cuihua Li, Yanyun Qu

Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives

David T. Hoffmann, Nadine Behrmann, Juergen Gall, Thomas Brox, Mehdi Noroozi

Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition

Yue He, Chen Chen, Jing Zhang, Juhua Liu, Fengxiang He

SECRET: Self-Consistent Pseudo Label Refinement for Unsupervised Domain Adaptive Person Re-identification

Tao He, Leqi Shen, Yuchen Guo, guiguang ding, Zhenhua Guo

SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds

Qingdong He, Zhengning Wang, Hao Zeng, Yi Zeng, Yijun Liu

Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions

Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan

TransFG: A Transformer Architecture for Fine-Grained Recognition

Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang

Flow-Based Unconstrained Lip to Speech Generation

Jinzheng He, Zhou Zhao, Yi Ren, Jinglin Liu, Baoxing Huai

QueryProp: Object Query Propagation for High-Performance Video Object Detection

Fei He, Naiyu Gao, Jian Jia, Xin Zhao, Kaiqi Huang

RRL: Regional Rotate Layer in Convolutional Neural Networks

Zongbo Hao, Tao Zhang, Mingwang Chen, Zou Kaixu

Generalizable Person Re-identification via Self-Supervised Batch Norm Test-Time Adaption

Ke Han, Chenyang Si, Yan Huang, Liang Wang, Tieniu Tan

Modify Self-Attention via Skeleton Decomposition for Effective Point Cloud Transformer

Jiayi Han, Longbin Zeng, Liang Du, Xiaoqing Ye, Weiyang Ding

Laneformer: Object-Aware Row-Column Transformers for Lane Detection

Jianhua Han, Xiajun Deng, Xinyue Cai, Zhen Yang, Hang Xu

Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-identification

Jian Han, Ya-Li Li, Shengjin Wang

Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment

Guangxing Han, Shiyuan Huang, Jiawei Ma, Yicheng He, Shih-fu Chang

Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition

Marawan Gamal Abdel Hameed, Marzieh S. Tahaei, Ali Mosleh, Vahid Partovi Nia

Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-Supervised Action Recognition

Tianyu Guo, Hong Liu, Zhan Chen, Mengyuan Liu, Tao Wang

Assessing a Single Image in Reference-Guided Image Synthesis

Jiayi Guo, Chaoqun Du, Jiangshan Wang, Huijuan Huang, Pengfei Wan

Delving into the Local: Dynamic Inconsistency Learning for DeepFake Video Detection

Zhihao Gu, Yang Chen, Taiping Yao, Shouhong Ding, Jilin Li

Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning

Qiqi Gu, Shen Chen, Taiping Yao, Yang Chen, Shouhong Ding

Towards Light-Weight and Real-Time Line Segment Detection

Geonmo Gu, Byungsoo Ko, SeoungHyun Go, Sung-Hyun Lee, Jingeun Lee

Predicting Physical World Destinations for Commands Given to Self-Driving Cars

Dusan Grujicic, Thierry Deruyttere, Marie-Francine Moens, Matthew B. Blaschko

Deep Confidence Guided Distance for 3D Partial Shape Registration

Dvir Ginzburg, Dan Raviv

Adversarial Robustness in Multi-Task Learning: Promises and Illusions

Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon

Lifelong Person Re-identification by Pseudo Task Knowledge Preservation

Wenhang Ge, Junlong Du, Ancong Wu, Yuqiao Xian, Ke Yan

Latent Space Explanation by Intervention

Itai Gat, Guy Lorberbom, Idan Schwartz, Tamir Hazan

Weakly-Supervised Salient Object Detection Using Point Supervision

Shuyong Gao, Wei Zhang, Yan Wang, Qianyu Guo, Chenglong Zhang

Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution

Guangwei Gao, Wenjie Li, Juncheng Li, Fei Wu, Huimin Lu

Playing Lottery Tickets with Vision and Language

Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng

Unsupervised Underwater Image Restoration: From a Homology Perspective

Zhenqi Fu, Huangxing Lin, yan yang, Shu Chai, Liyan Sun

DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents

Tsu-Jui Fu, William Yang Wang, Daniel McDuff, Yale Song

OctAttention: Octree-Based Large-Scale Contexts Model for Point Cloud Compression

Chunyang Fu, Ge Li, Rui Song, Wei Gao, Shan Liu

Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers

Zunlei Feng, Jiacong Hu, Sai Wu, Xiaotian Yu, Jie Song

Attention-Aligned Transformer for Image Captioning

Zhengcong Fei

DuMLP-Pin: A Dual-MLP-Dot-Product Permutation-Invariant Network for Set Feature Extraction

Jiajun Fei, Ziyu Zhu, Wenlei Liu, Zhidong Deng, Mingyang Li

PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks

Mojtaba Faramarzi, Mohammad Amini, Akilesh Badrinaaraayanan, Vikas Verma, Sarath Chandar

Perceptual Quality Assessment of Omnidirectional Images

Yuming Fang, Liping Huang, Jiebin Yan, Xuelin Liu, Yang Liu

Learning to Learn Transferable Attack

Shuman Fang, Jie Li, Xianming Lin, Rongrong Ji

Backdoor Attacks on the DNN Interpretation System

Shihong Fang, Anna Choromanska

SVT-Net: Super Light-Weight Sparse Voxel Transformer for Large Scale Place Recognition

Zhaoxin Fan, Zhenbo Song, Hongyan Liu, Zhiwu Lu, Jun He

Complementary Attention Gated Network for Pedestrian Trajectory Prediction

Jinghai Duan, Le Wang, Chengjiang Long, Sanping Zhou, Fang Zheng

Construct Effective Geometry Aware Feature Pyramid Network for Multi-Scale Object Detection

Jinpeng Dong, Yuhao Huang, Songyi Zhang, Shitao Chen, Nanning Zheng

Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation

Ziluo Ding, Rui Zhao, Jiyuan Zhang, Tianxiao Gao, Ruiqin Xiong

InsCLR: Improving Instance Retrieval with Self-Supervision

Zelu Deng, Yujie Zhong, Sheng Guo, Weilin Huang

Unbiased IoU for Spherical Image Object Detection

Feng Dai, Bin Chen, Hang Xu, Yike Ma, Xiaodong Li

GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data

Kaiwen Cui, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Fangneng Zhan

MMA: Multi-Camera Based Global Motion Averaging

Hainan Cui, Shuhan Shen

Model-Based Image Signal Processors via Learnable Dictionaries

Marcos V. Conde, Steven McDonagh, Matteo Maggioni, Ales Leonardis, Eduardo Pérez-Pellitero

Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation

Tong Chu, Yahao Liu, Jinhong Deng, Wen Li, Lixin Duan

Style-Guided and Disentangled Representation for Robust Image-to-Image Translation

Jaewoong Choi, Daeha Kim, Byung Cheol Song

Event-Image Fusion Stereo Using Cross-Modality Feature Propagation

Hoonhee Cho, Kuk-Jin Yoon

(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering

Anoop Cherian, Chiori Hori, Tim K. Marks, Jonathan Le Roux

PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation

Yihua Cheng, Yiwei Bao, Feng Lu

Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction

Ta-Ying Cheng, Hsuan-Ru Yang, Niki Trigoni, Hwann-Tzong Chen, Tyng-luh Liu

Efficient Virtual View Selection for 3D Hand Pose Estimation

Jian Cheng, Yanguang Wan, Dexin Zuo, Cuixia Ma, Jian Gu

LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization

Zhiwei Chen, Changan Wang, Yabiao Wang, GUANNAN JIANG, Yunhang Shen

DeTarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration

Zhi Chen, Fan Yang, Wenbing Tao

Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization

Zhe Chen, Wenhai Wang, Enze Xie, Tong Lu, Ping Luo

Deep One-Class Classification via Interpolated Gaussian Descriptor

Yuanhong Chen, Yu Tian, Guansong Pang, Gustavo Carneiro

Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition

Yingjie Chen, Diqi Chen, Tao Wang, Yizhou Wang, Yun Liang

Guide Local Feature Matching by Overlap Estimation

Ying Chen, Dihe Huang, Shang Xu, Jianlin Liu, Yong Liu

Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification

Xiaohua Chen, Yucan Zhou, Dayan Wu, Wanqian Zhang, Yu Zhou

SJDL-Vehicle: Semi-supervised Joint Defogging Learning for Foggy Vehicle Re-identification

Wei-Ting Chen, I-Hsiang Chen, Chih-Yuan Yeh, Hao-Hsiang Yang, Jian-Jiun Ding

Structured Semantic Transfer for Multi-Label Recognition with Partial Labels

Tianshui Chen, Tao Pu, Hefeng Wu, Yuan Xie, Liang Lin

TransZero: Attribute-Guided Transformer for Zero-Shot Learning

Shiming Chen, Ziming Hong, Yang Liu, Guo-sen Xie, Baigui Sun

VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization

Minghui Chen, Cheng Wen, Feng Zheng, Fengxiang He, Ling Shao

Attacking Video Recognition Models with Bullet-Screen Comments

Kai Chen, Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang

ProgressiveMotionSeg: Mutually Reinforced Framework for Event-Based Motion Segmentation

Jinze Chen, Yang Wang, Yang Cao, Feng Wu, Zheng-Jun Zha

Towards High-Fidelity Face Self-Occlusion Recovery via Multi-View Residual-Based GAN Inversion

Jinsong Chen, Hu Han, Shiguang Shan

Text Gestalt: Stroke-Aware Scene Text Image Super-resolution

Jingye Chen, Haiyang Yu, Jianqi Ma, Bin Li, Xiangyang Xue

Adaptive Image-to-Video Scene Graph Generation via Knowledge Reasoning and Adversarial Learning

Jin Chen, Xiaofeng Ji, Xinxiao Wu

Explore Inter-contrast between Videos via Composition for Weakly Supervised Temporal Sentence Grounding

Jiaming Chen, Weixin Luo, Wei Zhang, Lin Ma

Geometry-Contrastive Transformer for Generalized 3D Pose Transfer

Haoyu Chen, Hao Tang, Zitong Yu, Nicu Sebe, Guoying Zhao

DCAN: Improving Temporal Action Detection via Dual Context Aggregation

Guo Chen, Yin-Dong Zheng, Limin Wang, Tong Lu

Keypoint Message Passing for Video-Based Person Re-identification

Di Chen, Andreas Doering, Shanshan Zhang, Jian Yang, Juergen Gall

Comprehensive Regularization in a Bi-directional Predictive Network for Video Anomaly Detection

Chengwei Chen, Yuan Xie, Shaohui Lin, Angela Yao, GUANNAN JIANG

SASA: Semantics-Augmented Set Abstraction for Point-Based 3D Object Detection

Chen Chen, Zhe Chen, Jing Zhang, Dacheng Tao