Abstract is missing.
- Binding and Perspective Taking as Inference in a Generative Neural Network ModelMahdi Sadeghi, Fabian Schrodt, Sebastian Otte, Martin V. Butz. 3-14 [doi]
- Advances in Password Recovery Using Generative Deep Learning TechniquesDavid Biesner, Kostadin Cvejoski, Bogdan Georgiev, Rafet Sifa, Erik Krupicka. 15-27 [doi]
- Dilated Residual Aggregation Network for Text-Guided Image ManipulationSiwei Lu, Di Luo, Zhenguo Yang, Tianyong Hao, Qing Li 0001, Wenyin Liu. 28-40 [doi]
- Denoising AutoEncoder Based Delete and Generate Approach for Text Style TransferTing Hu, Haojin Yang, Christoph Meinel. 41-52 [doi]
- GUIS2Code: A Computer Vision Tool to Generate Code Automatically from Graphical User Interface SketchesZhen Feng, Jiaqi Fang, Bo Cai, Yingtao Zhang. 53-65 [doi]
- Generating Math Word Problems from Equations with Topic Consistency Maintaining and Commonsense EnforcementTianyang Cao, Shuang Zeng, Songge Zhao, Mairgup Mansur, Baobao Chang. 66-79 [doi]
- Generative Properties of Universal Bidirectional Activation-Based LearningKristína Malinovská, Igor Farkas. 80-83 [doi]
- Joint Graph Contextualized Network for Sequential RecommendationRuoran Huang, Chuanqi Han, Li Cui. 87-100 [doi]
- Relevance-Aware Q-matrix Calibration for Knowledge TracingWentao Wang, Huifang Ma, Yan Zhao, Zhixin Li, Xiangchun He. 101-112 [doi]
- LGACN: A Light Graph Adaptive Convolution Network for Collaborative FilteringWeiguang Jiang, Su Wang, Jun Zheng, Wenxin Hu. 113-126 [doi]
- HawkEye: Cross-Platform Malware Detection with Representation Learning on GraphsPeng Xu, Youyi Zhang, Claudia Eckert 0001, Apostolis Zarras. 127-138 [doi]
- An Empirical Study of the Expressiveness of Graph Kernels and Graph Neural NetworksGiannis Nikolentzos, George Panagopoulos, Michalis Vazirgiannis. 139-150 [doi]
- Multi-resolution Graph Neural Networks for PDE ApproximationWenzhuo Liu, Mouadh Yagoubi, Marc Schoenauer. 151-163 [doi]
- Link Prediction on Knowledge Graph by Rotation Embedding on the Hyperplane in the Complex Vector SpaceThanh Le, Ngoc Huynh, Bac Le. 164-175 [doi]
- Contextualise Entities and Relations: An Interaction Method for Knowledge Graph CompletionKai Chen, Ye Wang, Yitong Li, Aiping Li, Xiaojuan Zhao. 179-191 [doi]
- Civil Unrest Event Forecasting Using Graphical and Sequential Neural NetworksZheng Chen, Yifan Wang. 192-203 [doi]
- Parameterized Hypercomplex Graph Neural Networks for Graph ClassificationTuan Le, Marco Bertolini, Frank Noé, Djork-Arné Clevert. 204-216 [doi]
- Feature Interaction Based Graph Convolutional Networks for Image-Text RetrievalYongli Hu, Feili Gao, Yanfeng Sun, Junbin Gao, Baocai Yin. 217-229 [doi]
- Generalizing Message Passing Neural Networks to Heterophily Using Position InformationWenzheng Zhang, Jie Liu, Liting Liu. 230-242 [doi]
- Local and Non-local Context Graph Convolutional Networks for Skeleton-Based Action RecognitionZikai Gao, Yang Zhao 0003, Zhe Han, Kang Wang, Yong Dou. 243-254 [doi]
- STGATP: A Spatio-Temporal Graph Attention Network for Long-Term Traffic PredictionMengting Zhu, Xianqiang Zhu, Cheng Zhu. 255-266 [doi]
- Integrating N-Gram Features into Pre-trained Model: A Novel Ensemble Model for Multi-target Stance DetectionPengyuan Chen, Kai Ye, Xiaohui Cui. 269-279 [doi]
- Hierarchical Ensemble for Multi-view ClusteringFei Gao, Liu Yang. 280-292 [doi]
- Structure-Aware Multi-scale Hierarchical Graph Convolutional Network for Skeleton Action RecognitionChangxiang He, Shuting Liu, Ying Zhao, Xiaofei Qin, Jiayuan Zeng, Xuedian Zhang. 293-304 [doi]
- Learning Hierarchical Reasoning for Text-Based Visual Question AnsweringCaiyuan Li, Qinyi Du, Qingqing Wang, Yaohui Jin. 305-316 [doi]
- Hierarchical Deep Gaussian Processes Latent Variable Model via Expectation PropagationNick Taubert, Martin A. Giese. 317-329 [doi]
- Adaptive Consensus-Based Ensemble for Improved Deep Learning Inference CostNelly David, Nathan S. Netanyahu. 330-339 [doi]
- Multi-Branch Network for Small Human Pose EstimationYuchen Ge, Zhongqiu Zhao, Yao Gao, Weidong Tian, Hai Min. 343-355 [doi]
- PNO: Personalized Network Optimization for Human Pose and Shape ReconstructionZhijie Cao, Min Wang 0024, Shanyan Guan, Wentao Liu 0002, Chen Qian 0006, Lizhuang Ma. 356-367 [doi]
- JointPose: Jointly Optimizing Evolutionary Data Augmentation and Prediction Neural Network for 3D Human Pose EstimationZhiwei Yuan, Songlin Du. 368-379 [doi]
- DeepRehab: Real Time Pose Estimation on the Edge for Knee Injury RehabilitationBruno Carlos Dos Santos Melício, Gábor Baranyi, Zsófia Gaál, Sohil Zidan, András Lorincz. 380-391 [doi]
- Subspace Constraint for Single Image Super-ResolutionYanlin Zhang, Ding Qin, Xiaodong Gu. 395-407 [doi]
- Towards Fine-Grained Control over Latent Space for Unpaired Image-to-Image TranslationLei Luo, William H. Hsu, Shangxian Wang. 408-420 [doi]
- FMSNet: Underwater Image Restoration by Learning from a Synthesized DatasetXiangyu Yin, Xiaohong Liu, Huan Liu. 421-432 [doi]
- Towards Measuring Bias in Image ClassificationNina Schaaf, Omar de Mitri, Hang Beom Kim, Alexander Windberger, Marco F. Huber. 433-445 [doi]
- Towards Image Retrieval with Noisy Labels via Non-deterministic FeaturesHengwei Liu, Jinyu Ma, Xiaodong Gu. 446-456 [doi]
- Improving Visual Question Answering by Semantic SegmentationViet Quoc Pham, Nao Mishima, Toshiaki Nakasu. 459-470 [doi]
- Weakly Supervised Semantic Segmentation with Patch-Based Metric Learning EnhancementPatrick P. K. Chan, Keke Chen, Linyi Xu, Xiaoman Hu, Daniel S. Yeung. 471-482 [doi]
- ComBiNet: Compact Convolutional Bayesian Neural Network for Image SegmentationMartin Ferianc, Divyansh Manocha, Hongxiang Fan, Miguel Rodrigues. 483-494 [doi]
- Depth Mapping Hybrid Deep Learning Method for Optic Disc and Cup Segmentation on Stereoscopic Ocular FundusGang Yang 0001, Yunfeng Du, Yanni Wang, Donghong Li, Dayong Ding, Jingyuan Yang, Gangwei Cheng. 495-506 [doi]
- RATS: Robust Automated Tracking and Segmentation of Similar InstancesLászló Kopácsi, Árpád Dobolyi, Áron Fóthi, Dávid Keller, Viktor Varga, András Lorincz. 507-518 [doi]
- Data Diversification Revisited: Why Does It Work?Yuheng Song, Tianyi Liu, Weijia Jia 0001. 521-533 [doi]
- A Generalized Meta-loss Function for Distillation Based Learning Using Privileged Information for Classification and RegressionAmina Asif, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas. 534-545 [doi]
- Empirical Study of Data-Free Iterative Knowledge DistillationHet Shah, Ashwin Vaswani, Tirtharaj Dash, Ramya Hebbalaguppe, Ashwin Srinivasan 0001. 546-557 [doi]
- Adversarial Variational Knowledge DistillationXuan Tang, Tong Lin. 558-569 [doi]
- Extract then Distill: Efficient and Effective Task-Agnostic BERT DistillationCheng Chen, Yichun Yin, Lifeng Shang, Zhi Wang, Xin Jiang, Xiao Chen, Qun Liu 0001. 570-581 [doi]
- Semi-supervised Learning Based Right Ventricle Segmentation Using Deep Convolutional Boltzmann Machine Shape ModelKaimin Liao, Ziyu Gan, Xuan Yang. 585-597 [doi]
- Improved U-Net for Plaque Segmentation of Intracoronary Optical Coherence Tomography ImagesXinyu Cao, Jiawei Zheng, Zhe Liu, Peilin Jiang, Dengfeng Gao, Rong Ma. 598-609 [doi]
- Approximated Masked Global Context Network for Skin Lesion SegmentationChunguang Jiang, Yueling Zhang, Jiangtao Wang, Weiting Chen. 610-622 [doi]
- DSNet: Dynamic Selection Network for Biomedical Image SegmentationXiaofei Qin, Yan Liu, Liang Tang, Shuhui Zhao, Xingchen Zhou, Xuedian Zhang, Dengbin Wang. 623-634 [doi]
- Computational Approach to Identifying Contrast-Driven Retinal Ganglion CellsRichard Gault, Philip J. Vance, T. Martin McGinnity, Sonya Coleman, Dermot Kerr. 635-646 [doi]
- Radiological Identification of Hip Joint Centers from X-ray Images Using Fast Deep Stacked Network and Dynamic Registration GraphFuchang Han, Shenghui Liao, Renzhong Wu, Shu Liu, Yuqian Zhao, Xiantao Shen. 647-659 [doi]
- A Two-Branch Neural Network for Non-Small-Cell Lung Cancer Classification and SegmentationBorui Gao, Guangtai Ding, Kun Fang, Peilin Chen. 660-670 [doi]
- Uncertainty Quantification and Estimation in Medical Image ClassificationSidi Yang, Thomas Fevens. 671-683 [doi]
- Labeling Chest X-Ray Reports Using Deep LearningMaram Mahmoud A. Monshi, Josiah Poon, Vera Yuk Ying Chung, Fahad Mahmoud Monshi. 684-694 [doi]