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An end-to-end recurrent compressed sensing method to denoise, detect and demix calcium imaging data Nat. Mach. Intell. (IF 18.8) Pub Date : 2024-09-19 Kangning Zhang, Sean Tang, Vivian Zhu, Majd Barchini, Weijian Yang
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Sparse learned kernels for interpretable and efficient medical time series processing Nat. Mach. Intell. (IF 18.8) Pub Date : 2024-09-18 Sully F. Chen, Zhicheng Guo, Cheng Ding, Xiao Hu, Cynthia Rudin
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Pre-training with fractional denoising to enhance molecular property prediction Nat. Mach. Intell. (IF 18.8) Pub Date : 2024-09-18 Yuyan Ni, Shikun Feng, Xin Hong, Yuancheng Sun, Wei-Ying Ma, Zhi-Ming Ma, Qiwei Ye, Yanyan Lan
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Social robot for at-home cognitive monitoring. Sci. Robot. (IF 26.1) Pub Date : 2024-09-18 Melisa Yashinski
A socially assistive robot can administer in-home neuropsychological tests for cognitive monitoring of older adults.
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A versatile knee exoskeleton mitigates quadriceps fatigue in lifting, lowering, and carrying tasks Sci. Robot. (IF 26.1) Pub Date : 2024-09-18 Nikhil V. Divekar, Gray C. Thomas, Avani R. Yerva, Hannah B. Frame, Robert D. Gregg
The quadriceps are particularly susceptible to fatigue during repetitive lifting, lowering, and carrying (LLC), affecting worker performance, posture, and ultimately lower-back injury risk. Although robotic exoskeletons have been developed and optimized for specific use cases like lifting-lowering, their controllers lack the versatility or customizability to target critical muscles across many fatiguing
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Hexagonal electrohydraulic modules for rapidly reconfigurable high-speed robots Sci. Robot. (IF 26.1) Pub Date : 2024-09-18 Zachary Yoder, Ellen H. Rumley, Ingemar Schmidt, Philipp Rothemund, Christoph Keplinger
Robots made from reconfigurable modular units feature versatility, cost efficiency, and improved sustainability compared with fixed designs. Reconfigurable modules driven by soft actuators provide adaptable actuation, safe interaction, and wide design freedom, but existing soft modules would benefit from high-speed and high-strain actuation, as well as driving methods well-suited to untethered operation
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HOLI-1-to-3: Transient-Enhanced Holistic Image-to-3D Generation IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-18 Siyuan Shen, Suan Xia, Xingyue Peng, Ziyu Wang, Yingsheng Zhu, Shiying Li, Jingyi Yu
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Noise-robust Vision-language Pre-training with Positive-negative Learning IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-18 Zhenyu Huang, Mouxing Yang, Xinyan Xiao, Peng Hu, Xi Peng
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GhostingNet: A Novel Approach for Glass Surface Detection With Ghosting Cues IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-18 Tao Yan, Jiahui Gao, Ke Xu, Xiangjie Zhu, Hao Huang, Helong Li, Benjamin Wah, Rynson W.H. Lau
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Textureless Deformable Object Tracking with Invisible Markers IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-18 Xinyuan Li, Yu Guo, Yubei Tu, Yu Ji, Yanchen Liu, Jinwei Ye, Changxi Zheng
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When Meta-Learning Meets Online and Continual Learning: A Survey IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-18 Jaehyeon Son, Soochan Lee, Gunhee Kim
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T2TD: Text-3D Generation Model Based on Prior Knowledge Guidance IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-18 Weizhi Nie, Ruidong Chen, Weijie Wang, Bruno Lepri, Nicu Sebe
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Integrating Convolution and Sparse Coding for Learning Low-Dimensional Discriminative Image Representations IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-18 Xian Wei, Yingjie Liu, Xuan Tang, Shui Yu, Mingsong Chen
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Multimodal Correlation-Aware Fusion Framework for Enhanced Machinery Health Prognosis With Unlabeled and Low-Quality Data Exploitation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-18 Yuan Wang, Yaguo Lei, Naipeng Li, Xiang Li, Bin Yang
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Brain-Inspired Fast-and Slow-Update Prompt Tuning for Few-Shot Class-Incremental Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-18 Hang Ran, Xingyu Gao, Lusi Li, Weijun Li, Songsong Tian, Gang Wang, Hailong Shi, Xin Ning
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Exponential Asynchronous Stabilization for Delayed Semi-Markovian Neural Networks via DAEIC IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-18 Haiyang Zhang, Jing Na, Lianglin Xiong, Jinde Cao
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Improving the Interpretability through Maximizing Mutual Information for EEG Emotion Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-09-18 Hua Yang, C. L. Philip Chen, Bianna Chen, Tong Zhang
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A Versatile Point Cloud Compressor Using Universal Multiscale Conditional Coding – Part I: Geometry IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-17 Jianqiang Wang, Ruixiang Xue, Jiaxin Li, Dandan Ding, Yi Lin, Zhan Ma
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A Versatile Point Cloud Compressor Using Universal Multiscale Conditional Coding – Part II: Attribute IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-17 Jianqiang Wang, Ruixiang Xue, Jiaxin Li, Dandan Ding, Yi Lin, Zhan Ma
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Quantifying and Learning Static Vs. Dynamic Information in Deep Spatiotemporal Networks IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-17 Matthew Kowal, Mennatullah Siam, Md Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
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Prompt-and-Transfer: Dynamic Class-aware Enhancement for Few-shot Segmentation IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-17 Hanbo Bi, Yingchao Feng, Wenhui Diao, Peijin Wang, Yongqiang Mao, Kun Fu, Hongqi Wang, Xian Sun
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OOD-CV-v2 : An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-17 Bingchen Zhao, Jiahao Wang, Wufei Ma, Artur Jesslen, Siwei Yang, Shaozuo Yu, Oliver Zendel, Christian Theobalt, Alan Yuille, Adam Kortylewski
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Efficient Monotonicity and Convexity Checks for Randomly Sampled Fuzzy Measures IEEE Trans. Fuzzy Syst. (IF 10.7) Pub Date : 2024-09-17 Gleb Beliakov, Simon James, Jian-Zhang Wu
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Predefined-Time Event-Triggered Adaptive Fuzzy Formation Control for Nonholonomic Multirobot Systems IEEE Trans. Fuzzy Syst. (IF 10.7) Pub Date : 2024-09-17 Kewen Li, Shijie Dong
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Consensus Control of Nonlinear Fractional-order Multi-agent Systems with Input Saturation: A T-S Fuzzy Method IEEE Trans. Fuzzy Syst. (IF 10.7) Pub Date : 2024-09-17 Yilin Hao, Zhiming Fang, Jinde Cao, Heng Liu
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Unsupervised Deep Embedding for Fuzzy Clustering IEEE Trans. Fuzzy Syst. (IF 10.7) Pub Date : 2024-09-17 Runxin Zhang, Yu Duan, Feiping Nie, Rong Wang, Xuelong Li
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Instance-Specific Loss-Weighted Decoding for Decomposition-Based Multiclass Classification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-17 Bin-Bin Jia, Jun-Ying Liu, Min-Ling Zhang
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A Convolutional Framework for Color Constancy IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-17 Marco Buzzelli, Simone Bianco
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Kernel-Based Decentralized Policy Evaluation for Reinforcement Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-17 Jiamin Liu, Heng Lian
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Visuomotor Navigation for Embodied Robots With Spatial Memory and Semantic Reasoning Cognition IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-17 Qiming Liu, Guangzhan Wang, Zhe Liu, Hesheng Wang
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Tackling Event-Based Lip-Reading by Exploring Multigrained Spatiotemporal Clues IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-17 Ganchao Tan, Zengyu Wan, Yang Wang, Yang Cao, Zheng-Jun Zha
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Data-Driven Iterative Learning Model Predictive Control With Self-Modified Prior Knowledge IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-17 Lele Ma, Xiangjie Liu, Furong Gao, Kwang Y. Lee
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Automatic Graph Topology-Aware Transformer IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-17 Chao Wang, Jiaxuan Zhao, Lingling Li, Licheng Jiao, Fang Liu, Shuyuan Yang
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Decoding Musical Neural Activity in Patients With Disorders of Consciousness Through Self-Supervised Contrastive Domain Generalization IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-09-17 Honghua Cai, Jiahui Pan, Qiuyi Xiao, Jiarui Jin, Yuanqing Li, Qiuyou Xie
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Curious Explorer: a Provable Exploration Strategy in Policy Learning IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-16 Marco Miani, Maurizio Parton, Marco Romito
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Prototype-guided Attention Distillation for Discriminative Person Search IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-16 Hanjae Kim, Jiyoung Lee, Kwanghoon Sohn
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Optimizing Latent Variables in Integrating Transfer and Query Based Attack Framework IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-16 Chao Li, Tingsong Jiang, Handing Wang, Wen Yao, Donghua Wang
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Scene-Dependent Prediction in Latent Space for Video Anomaly Detection and Anticipation IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-16 Congqi Cao, Hanwen Zhang, Yue Lu, Peng Wang, Yanning Zhang
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Efficient Diffusion Model for Image Restoration by Residual Shifting IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-16 Zongsheng Yue, Jianyi Wang, Chen Change Loy
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Time Series Forecasting Using Improved Empirical Fourier Decomposition and High-Order Intuitionistic FCM: Applications in Smart Manufacturing Systems IEEE Trans. Fuzzy Syst. (IF 10.7) Pub Date : 2024-09-16 Ali Nikseresht, Mostafa Zandieh, Mohammad Shokouhifar
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Depression Detection From Social Media Posts Using Emotion Aware Encoders and Fuzzy Based Contrastive Networks IEEE Trans. Fuzzy Syst. (IF 10.7) Pub Date : 2024-09-16 Sunder Ali Khowaja, Lewis Nkenyereye, Parus Khuwaja, Hussam Al Hamadi, Kapal Dev
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Cooperative Online Learning for Multiagent System Control via Gaussian Processes With Event-Triggered Mechanism IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-16 Xiaobing Dai, Zewen Yang, Sihua Zhang, Di-Hua Zhai, Yuanqing Xia, Sandra Hirche
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Meta Pairwise Relationship Distillation for Unsupervised Person Re-Identification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-16 Haoxuanye Ji, Le Wang, Sanping Zhou, Wei Tang, Nanning Zheng, Gang Hua
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k* Distribution: Evaluating the Latent Space of Deep Neural Networks Using Local Neighborhood Analysis IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-16 Shashank Kotyan, Tatsuya Ueda, Danilo Vasconcellos Vargas
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Dynamic Emotion-Dependent Network with Relational Subgraph Interaction for Multimodal Emotion Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-09-16 Ye Wang, Wei Zhang, Ke Liu, Wei Wu, Feng Hu, Hong Yu, Guoyin Wang
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Mine Your Own Anatomy: Revisiting Medical Image Segmentation With Extremely Limited Labels IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-13 Chenyu You, Weicheng Dai, Fenglin Liu, Yifei Min, Nicha C. Dvornek, Xiaoxiao Li, David A. Clifton, Lawrence Staib, James S. Duncan
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Tuning Vision-Language Models with Multiple Prototypes Clustering IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-13 Meng-Hao Guo, Yi Zhang, Tai-Jiang Mu, Sharon X. Huang, Shi-Min Hu
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Few-Human-Interaction Reinforcement Learning for Autonomous Transbronchial Intervention IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-13 Gui-Bin Bian, Xiang-Rong Tang, Rui-Chen Ma, Qiang Ye, Zhen Li, Ming-Yang Zhang, Han Ren, Yu-Peng Zhai
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Generalized Nash Equilibrium Seeking for Noncooperative Game With Different Monotonicities by Adaptive Neurodynamic Algorithm IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-13 Mengxin Wang, Yuhu Wu, Sitian Qin
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BrainIB: Interpretable Brain Network-Based Psychiatric Diagnosis With Graph Information Bottleneck IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-13 Kaizhong Zheng, Shujian Yu, Baojuan Li, Robert Jenssen, Badong Chen
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SENGraph: A Self-Learning Evolutionary and Node-Aware Graph Network for Soft Sensing in Industrial Processes IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-09-13 Feng Yan, Cong Wang, Zichen Wang, Yuhao Shen, Chunjie Yang
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Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-09-13 Xin Liu, Kaishen Yuan, Xuesong Niu, Jingang Shi, Zitong Yu, Huanjing Yue, Jingyu Yang
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Weakly-supervised Depth Estimation and Image Deblurring via Dual-Pixel Sensors IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-12 Liyuan Pan, Richard Hartley, Liu Liu, Zhiwei Xu, Shah Chowdhury, Yan Yang, Hongguang Zhang, Hongdong Li, Miaomiao Liu
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Label Deconvolution for Node Representation Learning on Large-scale Attributed Graphs against Learning Bias IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-12 Zhihao Shi, Jie Wang, Fanghua Lu, Hanzhu Chen, Defu Lian, Zheng Wang, Jieping Ye, Feng Wu
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ES-GNN: Generalizing Graph Neural Networks Beyond Homophily With Edge Splitting IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-12 Jingwei Guo, Kaizhu Huang, Rui Zhang, Xinping Yi
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Low-Dimensional Gradient Helps Out-of-Distribution Detection IEEE Trans. Pattern Anal. Mach. Intell. (IF 20.8) Pub Date : 2024-09-12 Yingwen Wu, Tao Li, Xinwen Cheng, Jie Yang, Xiaolin Huang
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Asynchronously Switched Control With Variable Convergence Rate for Switched Nonlinear Systems: A Persistent Dwell-Time Scheme IEEE Trans. Fuzzy Syst. (IF 10.7) Pub Date : 2024-09-12 Han Geng, Huasheng Zhang, Shun-Feng Su
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HPPD-Type Fuzzy State-FDI Estimation and Resilient Control of Cyber-Physical DC Microgrids with Hybrid Attacks IEEE Trans. Fuzzy Syst. (IF 10.7) Pub Date : 2024-09-12 Fuyi Yang, Xiangpeng Xie, Yan-Wu Wang, Reinaldo Mart´ınez Palhares
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State and Fault Interval Estimation for Discrete-time Takagi-Sugeno Fuzzy Systems via Intermediate Observer Base on Zonotopic Analysis IEEE Trans. Fuzzy Syst. (IF 10.7) Pub Date : 2024-09-12 Lulin Zhang, Zhuoxue Li, Yi Li, Jiuxiang Dong
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Multi-Context Fuzzy Clustering: Towards Interpretable Fuzzy Clustering IEEE Trans. Fuzzy Syst. (IF 10.7) Pub Date : 2024-09-12 Majed Alateeq, Witold Pedrycz