Corporate Credit Ratings Based on Hierarchical Heterogeneous Graph Neural Networks Bo-Jing FengXi ChengWen-Fang Xue Research Article 12 January 2024 Pages: 257 - 271
Collective Movement Simulation: Methods and Applications Hua WangXing-Yu GuoMing-Liang Xu Review 12 January 2024 Pages: 452 - 480
A Comprehensive Overview of CFN From a Commonsense Perspective Ru LiYunxiao ZhaoHongyan Zhao Review 12 January 2024 Pages: 239 - 256
The Life Cycle of Knowledge in Big Language Models: A Survey Boxi CaoHongyu LinLe Sun Review 12 January 2024 Pages: 217 - 238
Parsing Objects at a Finer Granularity: A Survey Yifan ZhaoJia LiYonghong Tian Review 12 January 2024 Pages: 431 - 451
Interpretability of Neural Networks Based on Game-theoretic Interactions Huilin ZhouJie RenQuanshi Zhang Review 12 January 2024
Toward Human-centered XAI in Practice: A survey Xiangwei KongShujie LiuLuhao Zhu Review 12 January 2024
A Soft Sensor with Light and Efficient Multi-scale Feature Method for Multiple Sampling Rates in Industrial Processing Dezheng WangYinglong WangNing Liao Research Article 11 January 2024 Pages: 400 - 410
Adaptively Enhancing Facial Expression Crucial Regions via a Local Non-local Joint Network Guanghui ShiShasha MaoLin Xiong Research Article Open access 11 January 2024 Pages: 331 - 348
Distributed Deep Reinforcement Learning: A Survey and a Multi-player Multi-agent Learning Toolbox Qiyue YinTongtong YuLiang Wang Review Open access 11 January 2024 Pages: 411 - 430
Effective Model Compression via Stage-wise Pruning Ming-Yang ZhangXin-Yi YuLin-Lin Ou Research Article 09 November 2023 Pages: 937 - 951
Shallow Feature-driven Dual-edges Localization Network for Weakly Supervised Localization Wenjun HuiGuanghua GuBo Wang Research Article 09 November 2023 Pages: 923 - 936
Mask Distillation Network for Conjunctival Hyperemia Severity Classification Mingchao LiKun HuangQiang Chen Research Article 09 November 2023 Pages: 909 - 922
Multitask Learning with Multiscale Residual Attention for Brain Tumor Segmentation and Classification Gaoxiang LiXiao HuiYanlin Luo Research Article 09 November 2023 Pages: 897 - 908
State of the Art on Deep Learning-enhanced Rendering Methods Qi WangZhihua ZhongRui Wang Review 09 November 2023 Pages: 799 - 821
Rolling Shutter Camera: Modeling, Optimization and Learning Bin FanYuchao DaiMingyi He Review 09 November 2023 Pages: 783 - 798
Transmission Line Insulator Defect Detection Based on Swin Transformer and Context Yu XiKe ZhouJing-Yi Zhang Research Article 15 September 2023 Pages: 729 - 740
YOLO-CORE: Contour Regression for Efficient Instance Segmentation Haoliang LiuWei XiongYu Zhang Research Article 15 September 2023 Pages: 716 - 728
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis Kai ZhangYawei LiLuc Van Gool Research Article Open access 15 September 2023 Pages: 822 - 836
DepthFormer: Exploiting Long-range Correlation and Local Information for Accurate Monocular Depth Estimation Zhenyu LiZehui ChenJunjun Jiang Research Article Open access 13 September 2023 Pages: 837 - 854
How Good is Google Bard’s Visual Understanding? An Empirical Study on Open Challenges Haotong QinGe-Peng JiLuc Van Gool News & Views 30 August 2023 Pages: 605 - 613
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey Xiao WangGuangyao ChenWen Gao Review Open access 06 June 2023 Pages: 447 - 482
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images Wei-Chien WangEuijoon AhnJinman Kim Review Open access 03 June 2023 Pages: 483 - 513
Transformer: A General Framework from Machine Translation to Others Yang ZhaoJiajun ZhangChengqing Zong Review 02 June 2023 Pages: 514 - 538
Speech Emotion Recognition Using Cascaded Attention Network with Joint Loss for Discrimination of Confusions Yang LiuHaoqin SunZhen Zhao Research Article 01 June 2023 Pages: 595 - 604
OTB-morph: One-time Biometrics via Morphing Mahdi GhafourianJulian FierrezIgnacio Serna Research Article 01 June 2023 Pages: 855 - 871
Federated Learning on Multimodal Data: A Comprehensive Survey Yi-Ming LinYuan GaoZhi-Yuan Li Review 01 June 2023 Pages: 539 - 553
Machine Learning Methods in Solving the Boolean Satisfiability Problem Wenxuan GuoHui-Ling ZhenJunchi Yan Review 01 June 2023 Pages: 640 - 655
Correction to: YOLOP: You Only Look Once for Panoptic Driving Perception Dong WuMan-Wen LiaoWen-Yu Liu Correction Open access 27 May 2023 Pages: 952 - 952
MVContrast: Unsupervised Pretraining for Multi-view 3D Object Recognition Luequan WangHongbin XuWenxiong Kang Research Article 10 May 2023 Pages: 872 - 883
Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval Haoyu LuYuqi HuoZhiwu Lu Research Article 03 May 2023 Pages: 569 - 582
A Survey on Collaborative DNN Inference for Edge Intelligence Wei-Qing RenYu-Ben QuSong Guo Review 03 May 2023 Pages: 370 - 395
Deep Learning-based Moving Object Segmentation: Recent Progress and Research Prospects Rui JiangRuixiang ZhuWei Zou Review 20 April 2023 Pages: 335 - 369
YuNet: A Tiny Millisecond-level Face Detector Wei WuHanyang PengShiqi Yu Research Article Open access 19 April 2023 Pages: 656 - 665
Multimodal Biometric Fusion Algorithm Based on Ranking Partition Collision Theory Zhuorong LiYunqi Tang Research Article 13 April 2023 Pages: 884 - 896
Symmetric-threshold ReLU for Fast and Nearly Lossless ANN-SNN Conversion Jianing HanZiming WangHuajin Tang Research Article 31 March 2023 Pages: 435 - 446
Offline Pre-trained Multi-agent Decision Transformer Linghui MengMuning WenBo Xu Research Article Open access 31 March 2023 Pages: 233 - 248
Multimodal Pretraining from Monolingual to Multilingual Liang ZhangLudan RuanQin Jin Research Article 31 March 2023 Pages: 220 - 232
Editorial for Special Issue on Large-scale Pre-training: Data, Models, and Fine-tuning Ji-Rong WenZi HuangHanwang Zhang Editorial 31 March 2023 Pages: 145 - 146
Robust Local Light Field Synthesis via Occlusion-aware Sampling and Deep Visual Feature Fusion Wenpeng XingJie ChenYike Guo Research Article Open access 17 March 2023 Pages: 408 - 420
A Review and Outlook on Predictive Cruise Control of Vehicles and Typical Applications Under Cloud Control System Bolin GaoKeke WanKeqiang Li Review Open access 09 March 2023 Pages: 614 - 639
A Study of Using Synthetic Data for Effective Association Knowledge Learning Yuchi LiuZhongdao WangLiang Zheng Research Article Open access 08 March 2023 Pages: 194 - 206
Biological Eagle-eye Inspired Target Detection for Unmanned Aerial Vehicles Equipped with a Manipulator Yi-Min DengSi-Yuan Wang Research Article 07 March 2023 Pages: 741 - 752
Compositional Prompting Video-language Models to Understand Procedure in Instructional Videos Guyue HuBin HeHanwang Zhang Research Article 02 March 2023 Pages: 249 - 262
Region-adaptive Concept Aggregation for Few-shot Visual Recognition Mengya HanYibing ZhanDacheng Tao Research Article 02 March 2023 Pages: 554 - 568
Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks Zhengyan ZhangGuangxuan XiaoMaosong Sun Research Article 02 March 2023 Pages: 180 - 193
Masked Vision-language Transformer in Fashion Ge-Peng JiMingchen ZhugeLuc Van Gool Research Article Open access 27 February 2023 Pages: 421 - 434
Pre-training in Medical Data: A Survey Yixuan QiuFeng LinMiao Xu Review Open access 21 February 2023 Pages: 147 - 179
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes Xinyao XuDe XuFangbo Qin Research Article 18 February 2023 Pages: 583 - 594
EVA2.0: Investigating Open-domain Chinese Dialogue Systems with Large-scale Pre-training Yuxian GuJiaxin WenMinlie Huang Research Article 18 February 2023 Pages: 207 - 219
