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ORCIDMachine Intelligence Research, Volume 20
Volume 20, Number 1, February 2023
- Hong Qiao
, Ya-Xiong Wu, Shanlin Zhong, Peijie Yin, Jiahao Chen:
Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic Application. 1-18 - Qiang Yang, Anbu Huang, Lixin Fan, Chee Seng Chan, Jian Han Lim, Kam Woh Ng, Ding Sheng Ong, Bowen Li:
Federated Learning with Privacy-preserving and Model IP-right-protection. 19-37 - Feilong Chen, Duzhen Zhang, Minglun Han, Xiuyi Chen, Jing Shi, Shuang Xu, Bo Xu:
VLP: A Survey on Vision-language Pre-training. 38-56 - Mei-Ling Wang, Wei Shao, Xiaoke Hao, Daoqiang Zhang:
Machine Learning for Brain Imaging Genomics Methods: A Review. 57-78 - Qi Zheng, Chaoyue Wang, Dadong Wang, Dacheng Tao:
Visual Superordinate Abstraction for Robust Concept Learning. 79-91 - Ge-Peng Ji, Deng-Ping Fan, Yu-Cheng Chou, Dengxin Dai, Alexander Liniger, Luc Van Gool:
Deep Gradient Learning for Efficient Camouflaged Object Detection. 92-108 - Nanfei Jiang, Xu Zhao, Chaoyang Zhao, Yongqi An, Ming Tang, Jinqiao Wang:
Pruning-aware Sparse Regularization for Network Pruning. 109-120 - Guoyin Wang, Dongdong Cheng, Deyou Xia, Hai Jiang:
Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Human-machine Hybrid Swarm Intelligence. 121-144
Volume 20, Number 2, April 2023
- Ji-Rong Wen, Zi Huang, Hanwang Zhang:
Editorial for Special Issue on Large-scale Pre-training: Data, Models, and Fine-tuning. 145-146 - Yixuan Qiu, Feng Lin, Weitong Chen, Miao Xu:
Pre-training in Medical Data: A Survey. 147-179 - Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun:
Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks. 180-193 - Yuchi Liu, Zhongdao Wang, Xiangxin Zhou, Liang Zheng:
A Study of Using Synthetic Data for Effective Association Knowledge Learning. 194-206 - Yuxian Gu, Jiaxin Wen, Hao Sun, Yi Song, Pei Ke, Chujie Zheng, Zheng Zhang, Jianzhu Yao, Lei Liu, Xiaoyan Zhu, Minlie Huang:
EVA2.0: Investigating Open-domain Chinese Dialogue Systems with Large-scale Pre-training. 207-219 - Liang Zhang, Ludan Ruan, Anwen Hu, Qin Jin:
Multimodal Pretraining from Monolingual to Multilingual. 220-232 - Linghui Meng, Muning Wen, Chenyang Le, Xiyun Li, Dengpeng Xing, Weinan Zhang, Ying Wen, Haifeng Zhang, Jun Wang, Yaodong Yang, Bo Xu:
Offline Pre-trained Multi-agent Decision Transformer. 233-248 - Guyue Hu, Bin He, Hanwang Zhang:
Compositional Prompting Video-language Models to Understand Procedure in Instructional Videos. 249-262 - Xin-Yu Lin, Yiyan Xu, Wenjie Wang, Yang Zhang, Fuli Feng:
Mitigating Spurious Correlations for Self-supervised Recommendation. 263-275 - Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Ji-Rong Wen:
DynamicRetriever: A Pre-trained Model-based IR System Without an Explicit Index. 276-288 - Liqiang Jing, Yiren Li, Junhao Xu, Yongcan Yu, Pei Shen, Xuemeng Song:
Vision Enhanced Generative Pre-trained Language Model for Multimodal Sentence Summarization. 289-298
Volume 20, Number 3, June 2023
- Qiyue Yin, Jun Yang, Kaiqi Huang, Meijing Zhao, Wancheng Ni, Bin Liang, Yan Huang, Shu Wu, Liang Wang:
AI in Human-computer Gaming: Techniques, Challenges and Opportunities. 299-317 - Wai-Chung Kwan, Hongru Wang, Huimin Wang, Kam-Fai Wong:
A Survey on Recent Advances and Challenges in Reinforcement Learning Methods for Task-oriented Dialogue Policy Learning. 318-334 - Rui Jiang, Ruixiang Zhu, Hu Su, Yinlin Li, Yuan Xie, Wei Zou:
Deep Learning-based Moving Object Segmentation: Recent Progress and Research Prospects. 335-369 - Weiqing Ren, Yuben Qu, Chao Dong, Yuqian Jing, Hao Sun, Qihui Wu, Song Guo:
A Survey on Collaborative DNN Inference for Edge Intelligence. 370-395 - Linghuan Kong, Wei He, Wenshi Chen, Hui Zhang, Yaonan Wang:
Dynamic Movement Primitives Based Robot Skills Learning. 396-407 - Wenpeng Xing, Jie Chen, Yike Guo:
Robust Local Light Field Synthesis via Occlusion-aware Sampling and Deep Visual Feature Fusion. 408-420 - Ge-Peng Ji, Mingchen Zhuge, Dehong Gao, Deng-Ping Fan, Christos Sakaridis, Luc Van Gool:
Masked Vision-language Transformer in Fashion. 421-434 - Jianing Han, Ziming Wang, Jiangrong Shen, Huajin Tang:
Symmetric-threshold ReLU for Fast and Nearly Lossless ANN-SNN Conversion. 435-446
Volume 20, Number 4, August 2023
- Xiao Wang, Guangyao Chen, Guangwu Qian, Pengcheng Gao, Xiao-Yong Wei, Yaowei Wang, Yonghong Tian, Wen Gao:
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey. 447-482 - Wei-Chien Wang, Euijoon Ahn, David Feng, Jinman Kim:
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images. 483-513 - Yang Zhao, Jiajun Zhang, Chengqing Zong:
Transformer: A General Framework from Machine Translation to Others. 514-538 - Yi-Ming Lin, Yuan Gao, Maoguo Gong, Sijia Zhang, Yuan-Qiao Zhang, Zhi-Yuan Li:
Federated Learning on Multimodal Data: A Comprehensive Survey. 539-553 - Mengya Han, Yibing Zhan, Baosheng Yu, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao:
Region-adaptive Concept Aggregation for Few-shot Visual Recognition. 554-568 - Haoyu Lu, Yuqi Huo, Mingyu Ding, Nanyi Fei, Zhiwu Lu:
Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval. 569-582 - Xinyao Xu, De Xu, Fangbo Qin:
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes. 583-594 - Yang Liu, Haoqin Sun, Wenbo Guan, Yuqi Xia, Zhen Zhao:
Speech Emotion Recognition Using Cascaded Attention Network with Joint Loss for Discrimination of Confusions. 595-604
Volume 20, Number 5, October 2023
- Haotong Qin, Ge-Peng Ji, Salman Khan, Deng-Ping Fan, Fahad Shahbaz Khan, Luc Van Gool:
How Good is Google Bard's Visual Understanding? An Empirical Study on Open Challenges. 605-613 - Bolin Gao, Keke Wan, Qien Chen, Zhou Wang, Rui Li, Yu Jiang, Run Mei, Yinghui Luo, Keqiang Li:
A Review and Outlook on Predictive Cruise Control of Vehicles and Typical Applications Under Cloud Control System. 614-639 - Wenxuan Guo, Hui-Ling Zhen, Xijun Li, Wanqian Luo, Mingxuan Yuan, Yaohui Jin, Junchi Yan:
Machine Learning Methods in Solving the Boolean Satisfiability Problem. 640-655 - Wei Wu, Hanyang Peng, Shiqi Yu:
YuNet: A Tiny Millisecond-level Face Detector. 656-665 - Chengcheng Ma, Baoyuan Wu, Yanbo Fan, Yong Zhang, Zhifeng Li:
Effective and Robust Detection of Adversarial Examples via Benford-Fourier Coefficients. 666-682 - Fengzhao Lian, Junduan Huang, Ji-Xin Liu, Guang Chen, Junhong Zhao, Wenxiong Kang:
FedFV: A Personalized Federated Learning Framework for Finger Vein Authentication. 683-696 - Kuikui Wang, Gongping Yang, Lu Yang, Yuwen Huang, Yilong Yin:
ECG Biometrics via Enhanced Correlation and Semantic-rich Embedding. 697-706 - Chunying Liu, Gongping Yang, Yuwen Huang, Fuxian Huang:
Dual-domain and Multiscale Fusion Deep Neural Network for PPG Biometric Recognition. 707-715 - Haoliang Liu, Wei Xiong, Yu Zhang:
YOLO-CORE: Contour Regression for Efficient Instance Segmentation. 716-728 - Yu Xi, Ke Zhou, Ling-Wen Meng, Bo Chen, Hao-Min Chen, Jingyi Zhang:
Transmission Line Insulator Defect Detection Based on Swin Transformer and Context. 729-740 - Yi-Min Deng, Si-Yuan Wang:
Biological Eagle-eye Inspired Target Detection for Unmanned Aerial Vehicles Equipped with a Manipulator. 741-752
Volume 20, Number 6, December 2023
- Jiaqi Li, Zhuofeng Li, Lei Wei, Xuegong Zhang:
Machine Learning in Lung Cancer Radiomics. 753-782 - Bin Fan, Yuchao Dai, Mingyi He:
Rolling Shutter Camera: Modeling, Optimization and Learning. 783-798 - Qi Wang, Zhihua Zhong, Yuchi Huo, Hujun Bao, Rui Wang:
State of the Art on Deep Learning-enhanced Rendering Methods. 799-821 - Kai Zhang, Yawei Li, Jingyun Liang, Jiezhang Cao, Yulun Zhang, Hao Tang, Deng-Ping Fan, Radu Timofte, Luc Van Gool:
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis. 822-836 - Zhenyu Li, Zehui Chen, Xianming Liu, Junjun Jiang:
DepthFormer: Exploiting Long-range Correlation and Local Information for Accurate Monocular Depth Estimation. 837-854 - Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Aythami Morales, Ignacio Serna:
OTB-morph: One-time Biometrics via Morphing. 855-871 - Luequan Wang, Hongbin Xu, Wenxiong Kang:
MVContrast: Unsupervised Pretraining for Multi-view 3D Object Recognition. 872-883 - Zhuorong Li, Yunqi Tang:
Multimodal Biometric Fusion Algorithm Based on Ranking Partition Collision Theory. 884-896 - Gaoxiang Li, Xiao Hui, Wenjing Li, Yanlin Luo:
Multitask Learning with Multiscale Residual Attention for Brain Tumor Segmentation and Classification. 897-908 - Mingchao Li, Kun Huang, Xiao Ma, Yuexuan Wang, Wen Fan, Qiang Chen:
Mask Distillation Network for Conjunctival Hyperemia Severity Classification. 909-922 - Wenjun Hui, Guanghua Gu, Bo Wang:
Shallow Feature-driven Dual-edges Localization Network for Weakly Supervised Localization. 923-936 - Mingyang Zhang, Xin-Yi Yu, Linlin Ou:
Effective Model Compression via Stage-wise Pruning. 937-951 - Dong Wu, Manwen Liao, Weitian Zhang, Xing-Gang Wang, Xiang Bai, Wenqing Cheng, Wen-Yu Liu:
Correction to: YOLOP: You Only Look Once for Panoptic Driving Perception. 952
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