IJCAI 2022

862 papers

An Exact MaxSAT Algorithm: Further Observations and Further Improvements

Mingyu Xiao

Threshold-free Pattern Mining Meets Multi-Objective Optimization: Application to Association Rules

Charles Vernerey, Samir Loudni, Noureddine Aribi, Yahia Lebbah

Automated Program Analysis: Revisiting Precondition Inference through Constraint Acquisition

Grégoire Menguy, Sébastien Bardin, Nadjib Lazaar, Arnaud Gotlieb

AllSATCC: Boosting AllSAT Solving with Efficient Component Analysis

Jiaxin Liang, Feifei Ma, Junping Zhou, Minghao Yin

Best Heuristic Identification for Constraint Satisfaction

Frédéric Koriche, Christophe Lecoutre, Anastasia Paparrizou, Hugues Wattez

Using Constraint Programming and Graph Representation Learning for Generating Interpretable Cloud Security Policies

Mikhail Kazdagli, Mohit Tiwari, Akshat Kumar

Degradation Accordant Plug-and-Play for Low-Rank Tensor Completion

Yexun Hu, Tai-Xiang Jiang, Xi-Le Zhao

Encoding Probabilistic Graphical Models into Stochastic Boolean Satisfiability

Cheng-Han Hsieh, Jie-Hong R. Jiang

Online Matching with Controllable Rewards and Arrival Probabilities

Yuya Hikima, Yasunori Akagi, Naoki Marumo, Hideaki Kim

Large Neighbourhood Search for Anytime MaxSAT Solving

Randy Hickey, Fahiem Bacchus

Accelerated Multiplicative Weights Update Avoids Saddle Points Almost Always

Yi Feng, Ioannis Panageas, Xiao Wang

A Multivariate Complexity Analysis of Qualitative Reasoning Problems

Leif Eriksson, Victor Lagerkvist

DPSampler: Exact Weighted Sampling Using Dynamic Programming

Jeffrey M. Dudek, Aditya A. Shrotri, Moshe Y. Vardi

Combining Constraint Solving and Bayesian Techniques for System Optimization

Franz Brauße, Zurab Khasidashvili, Konstantin Korovin

QCDCL with Cube Learning or Pure Literal Elimination - What is Best?

Benjamin Böhm, Tomáš Peitl, Olaf Beyersdorff

Fine-grained Complexity of Partial Minimum Satisfiability

Ivan Bliznets, Danil Sagunov, Kirill Simonov

A Solver + Gradient Descent Training Algorithm for Deep Neural Networks

Dhananjay Ashok, Vineel Nagisetty, Christopher Srinivasa, Vijay Ganesh

Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration

Guijing Zhu, Long Ma, Xin Fan, Risheng Liu

HifiHead: One-Shot High Fidelity Neural Head Synthesis with 3D Control

Feida Zhu, Junwei Zhu, Wenqing Chu, Ying Tai, Zhifeng Xie

Rainy WCity: A Real Rainfall Dataset with Diverse Conditions for Semantic Driving Scene Understanding

Xian Zhong, Shidong Tu, Xianzheng Ma, Kui Jiang, Wenxin Huang

Imperceptible Backdoor Attack: From Input Space to Feature Representation

Nan Zhong, Zhenxing Qian, Xinpeng Zhang

Visual Similarity Attention

Meng Zheng, Srikrishna Karanam, Terrence Chen, Richard J. Radke, Ziyan Wu

Test-time Fourier Style Calibration for Domain Generalization

Xingchen Zhao, Chang Liu, Anthony Sicilia, Seong Jae Hwang, Yun Fu

Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations

Pu Zhao, Parikshit Ram, Songtao Lu, Yuguang Yao, Djallel Bouneffouf

C3-STISR: Scene Text Image Super-resolution with Triple Clues

Minyi Zhao, Miao Wang, Fan Bai, Bingjia Li, Jie Wang

Domain Adaptation via Maximizing Surrogate Mutual Information

Haiteng Zhao, Chang Ma, Qinyu Chen, Zhi-Hong Deng

Domain Adversarial Learning for Color Constancy

Zhifeng Zhang, Xuejing Kang, Anlong Ming

Distilling Inter-Class Distance for Semantic Segmentation

Zhengbo Zhang, Chunluan Zhou, Zhigang Tu

Visual Emotion Representation Learning via Emotion-Aware Pre-training

Yue Zhang, Wanying Ding, Ran Xu, Xiaohua Hu

Enhancing the Transferability of Adversarial Examples with Random Patch

Yaoyuan Zhang, Yu-an Tan, Tian Chen, Xinrui Liu, Quanxin Zhang

Few-Shot Adaptation of Pre-Trained Networks for Domain Shift

Wenyu Zhang, Li Shen, Wanyue Zhang, Chuan-Sheng Foo

CATrans: Context and Affinity Transformer for Few-Shot Segmentation

Shan Zhang, Tianyi Wu, Sitong Wu, Guodong Guo

A Probabilistic Code Balance Constraint with Compactness and Informativeness Enhancement for Deep Supervised Hashing

Qi Zhang, Liang Hu, Longbing Cao, Chongyang Shi, Shoujin Wang

SAR-to-Optical Image Translation via Neural Partial Differential Equations

Mingjin Zhang, Chengyu He, Jing Zhang, Yuxiang Yang, Xiaoqi Peng

Plane Geometry Diagram Parsing

Ming-Liang Zhang, Fei Yin, Yi-Han Hao, Cheng-lin Liu

Improving Transferability of Adversarial Examples with Virtual Step and Auxiliary Gradients

Ming Zhang, Xiaohui Kuang, Hu Li, Zhendong Wu, Yuanping Nie

Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation

Jianrong Zhang, Tianyi Wu, Chuanghao Ding, Hongwei Zhao, Guodong Guo

Towards Universal Backward-Compatible Representation Learning

Binjie Zhang, Yixiao Ge, Yantao Shen, Shupeng Su, Fanzi Wu

S2 Transformer for Image Captioning

Pengpeng Zeng, Haonan Zhang, Jingkuan Song, Lianli Gao

To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding

Edouard YVINEC, Arnaud Dapogny, Kevin Bailly

Multi-Proxy Learning from an Entropy Optimization Perspective

yunlong yu, Dingyi Zhang, Yingming Li, Zhongfei Zhang

Learning to Hash Naturally Sorts

Jiaguo Yu, Yuming Shen, Menghan Wang, Haofeng Zhang, Philip H.S. Torr

Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images

Chong Yin, Siqi Liu, Vincent Wai-Sun Wong, Pong C Yuen

RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization

Hongyi Yao, Pu Li, Jian Cao, Xiangcheng Liu, Chenying Xie

Learning Implicit Body Representations from Double Diffusion Based Neural Radiance Fields

Guangming Yao, Hongzhi Wu, Yi Yuan, Lincheng Li, Kun Zhou

Learning Prototype via Placeholder for Zero-shot Recognition

Zaiquan Yang, Yang Liu, Wenjia Xu, Chong Huang, Lei Zhou

Entity-aware and Motion-aware Transformers for Language-driven Action Localization

Shuo Yang, Xinxiao Wu

CrowdFormer: An Overlap Patching Vision Transformer for Top-Down Crowd Counting

Shaopeng Yang, Weiyu Guo, Yuheng Ren

Perceptual Learned Video Compression with Recurrent Conditional GAN

Ren Yang, Radu Timofte, Luc Van Gool

Multi-level Consistency Learning for Semi-supervised Domain Adaptation

Zizheng Yan, Yushuang Wu, Guanbin Li, Yipeng Qin, Xiaoguang Han

Weakening the Influence of Clothing: Universal Clothing Attribute Disentanglement for Person Re-Identification

Yuming Yan, Huimin Yu, Shuzhao Li, Zhaohui Lu, Jianfeng He

Towards Adversarially Robust Deep Image Denoising

Hanshu Yan, Jingfeng ZHANG, Jiashi Feng, Masashi Sugiyama, Vincent Y. F. Tan

BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose Estimation

Zelin Xu, Yichen Zhang, Ke Chen, Kui Jia

Webly-Supervised Fine-Grained Recognition with Partial Label Learning

Yu-Yan Xu, Yang Shen, Xiu-Shen Wei, Jian Yang

Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation

Jiazhi Xu, Sheng Huang, Fengtao Zhou, Luwen Huangfu, Daniel Zeng

SCMT: Self-Correction Mean Teacher for Semi-supervised Object Detection

Feng Xiong, Jiayi Tian, Zhihui Hao, Yulin He, Xiaofeng Ren

Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation

Jun Xia, Ting Wang, Jiepin Ding, xian wei, Mingsong Chen

A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining

Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng, Tian-Jing Zhang

Multi-scale Spatial Representation Learning via Recursive Hermite Polynomial Networks

Lin (Yuanbo) Wu, Deyin Liu, Xiaojie Guo, Richang Hong, Liangchen Liu

Corner Affinity: A Robust Grouping Algorithm to Make Corner-guided Detector Great Again

Haoran Wei, Chenglong Liu, Ping Guo, Yangguang Zhu, Jiamei Fu

CARD: Semi-supervised Semantic Segmentation via Class-agnostic Relation based Denoising

Xiaoyang Wang, Jimin Xiao, Bingfeng Zhang, Limin Yu

Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation

Tao Wang, Jianglin Lu, Zhihui Lai, Jiajun Wen, Heng Kong

RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training

Luya Wang, Feng Liang, Yangguang Li, Honggang Zhang, Wanli Ouyang

Double-Check Soft Teacher for Semi-Supervised Object Detection

Kuo Wang, Yuxiang Nie, Chaowei Fang, Chengzhi Han, Xuewen Wu

PACE: Predictive and Contrastive Embedding for Unsupervised Action Segmentation

Jiahao Wang, Jie Qin, Yunhong Wang, Annan Li

I2CNet: An Intra- and Inter-Class Context Information Fusion Network for Blastocyst Segmentation

Hua Wang, Linwei Qiu, Jingfei Hu, Jicong Zhang

KUNet: Imaging Knowledge-Inspired Single HDR Image Reconstruction

Hu Wang, Mao Ye, Xiatian Zhu, Shuai Li, Ce Zhu

Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction

Hong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng

Spatiality-guided Transformer for 3D Dense Captioning on Point Clouds

Heng Wang, Chaoyi Zhang, Jianhui Yu, Weidong Cai

Iterative Few-shot Semantic Segmentation from Image Label Text

Haohan Wang, Liang Liu, Wuhao Zhang, Jiangning Zhang, Zhenye Gan

Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information

Guanchun Wang, Xiangrong Zhang, Zelin Peng, Xu Tang, Huiyu Zhou

Augmenting Anchors by the Detector Itself

Xiaopei Wan, Guoqiu Li, Yujiu Yang, Zhenhua Guo

Automatic Recognition of Emotional Subgroups in Images

Emmeke Veltmeijer, Charlotte Gerritsen, Koen Hindriks

Hypertron: Explicit Social-Temporal Hypergraph Framework for Multi-Agent Forecasting

Yu Tian, Xingliang Huang, Ruigang Niu, Hongfeng Yu, Peijin Wang

Video Frame Interpolation Based on Deformable Kernel Region

Haoyue Tian, Pan Gao, Xiaojiang Peng

Dynamic Domain Generalization

Zhishu Sun, Zhifeng Shen, Luojun Lin, Yuanlong Yu, Zhifeng Yang

Boundary-Guided Camouflaged Object Detection

Yujia Sun, Shuo Wang, Chenglizhao Chen, Tian-Zhu Xiang

Harnessing Fourier Isovists and Geodesic Interaction for Long-Term Crowd Flow Prediction

Samuel S. Sohn, Seonghyeon Moon, Honglu Zhou, Mihee Lee, Sejong Yoon

Emotion-Controllable Generalized Talking Face Generation

Sanjana Sinha, Sandika Biswas, Ravindra Yadav, Brojeshwar Bhowmick

A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space

Thibault Simonetto, Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy, Yves Le Traon

IDPT: Interconnected Dual Pyramid Transformer for Face Super-Resolution

Jingang Shi, Yusi Wang, Songlin Dong, Xiaopeng Hong, Zitong Yu

ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing

Christoph Reinders, Frederik Schubert, Bodo Rosenhahn

SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification

Haocong Rao, Chunyan Miao

Source-Adaptive Discriminative Kernels based Network for Remote Sensing Pansharpening

Siran Peng, Liang-Jian Deng, Jin-Fan Hu, Yuwei Zhuo

Multilevel Hierarchical Network with Multiscale Sampling for Video Question Answering

Min Peng, Chongyang Wang, Yuan Gao, Yu Shi, Xiang-Dong Zhou

Continual Semantic Segmentation Leveraging Image-level Labels and Rehearsal

Mathieu Pagé Fortin, Brahim Chaib-draa

Learning Degradation Uncertainty for Unsupervised Real-world Image Super-resolution

Qian Ning, Jingzhu Tang, Fangfang Wu, Weisheng Dong, Xin Li

Improved Deep Unsupervised Hashing with Fine-grained Semantic Similarity Mining for Multi-Label Image Retrieval

Zeyu Ma, Xiao Luo, Yingjie Chen, Mixiao Hou, Jinxing Li

Long-Short Term Cross-Transformer in Compressed Domain for Few-Shot Video Classification

Wenyang Luo, Yufan Liu, Bing Li, Weiming Hu, Yanan Miao

Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition

Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, Hatice Gunes

Deep Video Harmonization With Color Mapping Consistency

Xinyuan Lu, Shengyuan Huang, Li Niu, Wenyan Cong, Liqing Zhang

Copy Motion From One to Another: Fake Motion Video Generation

Zhenguang Liu, Sifan Wu, Chejian Xu, Xiang Wang, LEI ZHU

Vision Shared and Representation Isolated Network for Person Search

Yang Liu, Yingping Li, Chengyu Kong, Yuqiu Kong, Shenglan Liu

Biological Instance Segmentation with a Superpixel-Guided Graph

Xiaoyu Liu, Wei Huang, Yueyi Zhang, Zhiwei Xiong

TopoSeg: Topology-aware Segmentation for Point Clouds

Weiquan Liu, Hanyun Guo, Weini Zhang, Yu Zang, Cheng Wang

Cost Ensemble with Gradient Selecting for GANs

Minghui Liu, Jiali Deng, Meiyi Yang, Xuan Cheng, Nianbo Liu

Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention

Kai Liu, Tianyi Wu, Cong Liu, Guodong Guo

MA-ViT: Modality-Agnostic Vision Transformers for Face Anti-Spoofing

Ajian Liu, Yanyan Liang

FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

Yang Lin, Tianyu Zhang, Peiqin Sun, Zheng Li, Shuchang Zhou

Intrinsic Image Decomposition by Pursuing Reflectance Image

Tzu-Heng Lin, Pengxiao Wang, Yizhou Wang