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The rewards of reusable machine learning code Nat. Mach. Intell. (IF 23.8) Pub Date : 2024-04-24
Research papers can make a long-lasting impact when the code and software tools supporting the findings are made readily available and can be reused and built on. Our reusability reports explore and highlight examples of good code sharing practices.
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Appearance-based Gaze Estimation with Deep Learning: A Review and Benchmark IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-25 Yihua Cheng, Haofei Wang, Yiwei Bao, Feng Lu
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Perceptual Video Coding for Machines via Satisfied Machine Ratio Modeling IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-25 Qi Zhang, Shanshe Wang, Xinfeng Zhang, Chuanmin Jia, Zhao Wang, Siwei Ma, Wen Gao
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Enhancing Video-Language Representations with Structural Spatio-Temporal Alignment IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-25 Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua, Shuicheng Yan
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Latency-aware Unified Dynamic Networks for Efficient Image Recognition IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-25 Yizeng Han, Zeyu Liu, Zhihang Yuan, Yifan Pu, Chaofei Wang, Shiji Song, Gao Huang
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A fuzzy C-means clustering-based hybrid multivariate time series prediction framework with feature selection IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-04-25 Jianming Zhan, Xianfeng Huang, Yuhua Qian, Weiping Ding
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Kernelized Fuzzy-Rough Anomaly Detection IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-04-25 Yan Wu, Sihan Wang, Hongmei Chen, Dezhong Peng, Zhong Yuan
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Adaptive Fuzzy Sliding Mode Fixed-Time Control for Quadrotor Unmanned Aerial Vehicles With Prescribed Performance IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-04-25 Feng Hu, Tiedong Ma, Xiaojie Su
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AttMOT: Improving Multiple-Object Tracking by Introducing Auxiliary Pedestrian Attributes IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-25 Yunhao Li, Zhen Xiao, Lin Yang, Dan Meng, Xin Zhou, Heng Fan, Libo Zhang
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Why animals can outrun robots Sci. Robot. (IF 25.0) Pub Date : 2024-04-24 Samuel A. Burden, Thomas Libby, Kaushik Jayaram, Simon Sponberg, J. Maxwell Donelan
Animals are much better at running than robots. The difference in performance arises in the important dimensions of agility, range, and robustness. To understand the underlying causes for this performance gap, we compare natural and artificial technologies in the five subsystems critical for running: power, frame, actuation, sensing, and control. With few exceptions, engineering technologies meet or
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Learning robust autonomous navigation and locomotion for wheeled-legged robots Sci. Robot. (IF 25.0) Pub Date : 2024-04-24 Joonho Lee, Marko Bjelonic, Alexander Reske, Lorenz Wellhausen, Takahiro Miki, Marco Hutter
Autonomous wheeled-legged robots have the potential to transform logistics systems, improving operational efficiency and adaptability in urban environments. Navigating urban environments, however, poses unique challenges for robots, necessitating innovative solutions for locomotion and navigation. These challenges include the need for adaptive locomotion across varied terrains and the ability to navigate
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Graph Denoising with Framelet Regularizers IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-24 Bingxin Zhou, Ruikun Li, Xuebin Zheng, Yu Guang Wang, Junbin Gao
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A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-24 Lorenzo Papa, Paolo Russo, Irene Amerini, Luping Zhou
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NeuralRecon: Real-Time Coherent 3D Scene Reconstruction from Monocular Video IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-24 Xi Chen, Jiaming Sun, Yiming Xie, Hujun Bao, Xiaowei Zhou
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Novel Uncertainty Quantification through Perturbation-Assisted Sample Synthesis IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-24 Yifei Liu, Rex Shen, Xiaotong Shen
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Learning Graph Attentions via Replicator Dynamics IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-24 Bo Jiang, Ziyan Zhang, Sheng Ge, Beibei Wang, Xiao Wang, Jin Tang
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What Makes Deviant Places? IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-24 Jin-Hwi Park, Young-Jae Park, Ilyung Cheong, Junoh Lee, Young Eun Huh, Hae-Gon Jeon
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FPGA-based Fuzzy Logic Controllers Applied to the MPPT of PV Panels – A Systematic Review IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-04-24 Tiago Menezes de Lima, João Alberto Castelo Branco Oliveira
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MAST-GCN: Multi-Scale Adaptive Spatial-Temporal Graph Convolutional Network for EEG-Based Depression Recognition IEEE Trans. Affect. Comput. (IF 11.2) Pub Date : 2024-04-24 Haifeng Lu, Zhiyang You, Yi Guo, Xiping Hu
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Secure State Estimation for Artificial Neural Networks With Unknown-But-Bounded Noises: A Homomorphic Encryption Scheme IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-24 Kaiqun Zhu, Zidong Wang, Derui Ding, Hongli Dong, Cheng-Zhong Xu
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Align While Fusion: A Generalized Nonaligned Multiview Multilabel Classification Method IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-24 Qiyu Zhong, Gengyu Lyu, Zhen Yang
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Multilabel Feature Selection via Shared Latent Sublabel Structure and Simultaneous Orthogonal Basis Clustering IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-24 Ronghua Shang, Jingyu Zhong, Weitong Zhang, Songhua Xu, Yangyang Li
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Balanced Unfolding Induced Tensor Nuclear Norms for High-Order Tensor Completion IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-24 Yuning Qiu, Guoxu Zhou, Andong Wang, Qibin Zhao, Shengli Xie
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Reliability-Guided Hierarchical Memory Network for Scribble-Supervised Video Object Segmentation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-24 Zikun Zhou, Kaige Mao, Wenjie Pei, Hongpeng Wang, Yaowei Wang, Zhenyu He
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Hierarchical Self-Attention Network for Industrial Data Series Modeling With Different Sampling Rates Between the Input and Output Sequences IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-24 Xiaofeng Yuan, Zhenzhen Jia, Zijian Xu, Nuo Xu, Lingjian Ye, Kai Wang, Yalin Wang, Chunhua Yang, Weihua Gui, Feifan Shen
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The benefits, risks and bounds of personalizing the alignment of large language models to individuals Nat. Mach. Intell. (IF 23.8) Pub Date : 2024-04-23 Hannah Rose Kirk, Bertie Vidgen, Paul Röttger, Scott A. Hale
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Cross-Modal Hashing Method with Properties of Hamming Space: A New Perspective IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-23 Zhikai Hu, Yiu-ming Cheung, Mengke Li, Weichao Lan
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One Fits Many: Class Confusion Loss for Versatile Domain Adaptation IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-23 Ying Jin, Zhangjie Cao, Ximei Wang, Jianmin Wang, Mingsheng Long
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Towards Unified Robustness Against Both Backdoor and Adversarial Attacks IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-23 Zhenxing Niu, Yuyao Sun, Qiguang Miao, Rong Jin, Gang Hua
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Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-23 Hongyuan Zhang, Yanan Zhu, Xuelong Li
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ELODI: Ensemble Logit Difference Inhibition for Positive-Congruent Training IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-23 Yue Zhao, Yantao Shen, Yuanjun Xiong, Shuo Yang, Wei Xia, Zhuowen Tu, Bernt Schiele, Stefano Soatto
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Decentralized Event-Triggered Fault-Tolerant Control for Switched Interconnected Nonlinear Systems with Input Saturation and Time-varying Full-State Constraints IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-04-23 Yingxue Hou, Yan-Jun Liu, Shaocheng Tong
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CiABL: Completeness-induced Adaptative Broad Learning for Cross-Subject Emotion Recognition with EEG and Eye Movement Signals IEEE Trans. Affect. Comput. (IF 11.2) Pub Date : 2024-04-23 Xinrong Gong, C. L. Philip Chen, Bin Hu, Tong Zhang
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Multiscale Deep Learning for Detection and Recognition: A Comprehensive Survey IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Licheng Jiao, Mengjiao Wang, Xu Liu, Lingling Li, Fang Liu, Zhixi Feng, Shuyuan Yang, Biao Hou
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Deep Probabilistic Principal Component Analysis for Process Monitoring IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Xiangyin Kong, Yimeng He, Zhihuan Song, Tong Liu, Zhiqiang Ge
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New Bounds on the Accuracy of Majority Voting for Multiclass Classification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Sina Aeeneh, Nikola Zlatanov, Jiangshan Yu
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Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Christos Kyrkou
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Relation-Aware Heterogeneous Graph Network for Learning Intermodal Semantics in Textbook Question Answering IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Sai Zhang, Yunjie Wu, Xiaowang Zhang, Zhiyong Feng, Liang Wan, Zhiqiang Zhuang
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ZS-VAT: Learning Unbiased Attribute Knowledge for Zero-Shot Recognition Through Visual Attribute Transformer IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Zongyan Han, Zhenyong Fu, Shuo Chen, Le Hui, Guangyu Li, Jian Yang, Chang Wen Chen
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Robust Federated Learning: Maximum Correntropy Aggregation Against Byzantine Attacks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Zhirong Luan, Wenrui Li, Meiqin Liu, Badong Chen
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Select Your Own Counterparts: Self-Supervised Graph Contrastive Learning With Positive Sampling IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Zehong Wang, Donghua Yu, Shigen Shen, Shichao Zhang, Huawen Liu, Shuang Yao, Maozu Guo
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Geometric Matching for Cross-Modal Retrieval IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Zheng Wang, Zhenwei Gao, Yang Yang, Guoqing Wang, Chengbo Jiao, Heng Tao Shen
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Dual-Channel Adaptive Scale Hypergraph Encoders With Cross-View Contrastive Learning for Knowledge Tracing IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Jiawei Li, Yuanfei Deng, Yixiu Qin, Shun Mao, Yuncheng Jiang
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Multiobjective Evolutionary Learning for Multitask Quality Prediction Problems in Continuous Annealing Process IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-23 Chang Liu, Lixin Tang, Kainan Zhang, Xuanqi Xu
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Dangers of speech technology for workplace diversity Nat. Mach. Intell. (IF 23.8) Pub Date : 2024-04-22 Mike Horia Mihail Teodorescu, Mingang K. Geiger, Lily Morse
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CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw Point Clouds with Consistency-Aware Field Optimization IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-22 Junsheng Zhou, Baorui Ma, Shujuan Li, Yu-Shen Liu, Yi Fang, Zhizhong Han
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DeepMesh: Differentiable Iso-Surface Extraction IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-22 Benoît Guillard, Edoardo Remelli, Artem Lukoianov, Pierre Yvernay, Stephan R. Richter, Timur Bagautdinov, Pierre Baque, Pascal Fua
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Fully Sparse Fusion for 3D Object Detection IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-04-22 Yingyan Li, Lue Fan, Yang Liu, Zehao Huang, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang
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EEG-Based Emotion Recognition in Neuromarketing Using Fuzzy Linguistic Summarization IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-04-22 Ümran Kaya, Diyar Akay, Sevgi Şengül Ayan
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Event-triggered adaptive fuzzy switching fault-tolerant control of dual-motor steer-by-wire system considering load fluctuation and limited communication bandwidth IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-04-22 Kunhao Xu, Chunyan Wang, Wanzhong Zhao, Zhongkai Luan, Weihe Liang, Senhao Zhang, Ziyu Zhang
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Fuzzy Adaptive Fixed-Time Output Feedback Tracking Control for Stochastic Nonlinear Systems With Unmodeled Dynamics IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-04-22 Ze Ai, Huanqing Wang, Ben Niu, Xudong Zhao
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$\Upsilon$-values: Power Indices à La Orness for Non-additive Measures IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-04-22 Vicenç Torra
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Fixed-Time Fuzzy Vibration Reduction for Stochastic MEMS Gyroscopes with Low Communication Resources IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-04-22 Yu Xia, Ke Xiao, Yangang Yao, Zhibo Geng, Zsofia Lendek
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BiFuG2-Spark: Bi-directional Fuzzy Granular-Cabin Parallel Attribute Reduction Accelerator with Granular-Group Collaboration IEEE Trans. Fuzzy Syst. (IF 11.9) Pub Date : 2024-04-22 Hengrong Ju, Tingting Shan, Weiping Ding, Keyu Liu, Muhammad Jabir Khan, Jiashuang Huang, Xibei Yang
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Foreground Capture Feature Pyramid Network-Oriented Object Detection in Complex Backgrounds IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Honggui Han, Qiyu Zhang, Fangyu Li, Yongping Du
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On the Robustness of Bayesian Neural Networks to Adversarial Attacks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Luca Bortolussi, Ginevra Carbone, Luca Laurenti, Andrea Patane, Guido Sanguinetti, Matthew Wicker
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SATF: A Scalable Attentive Transfer Framework for Efficient Multiagent Reinforcement Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Bin Chen, Zehong Cao, Quan Bai
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PrivFR: Privacy-Enhanced Federated Recommendation With Shared Hash Embedding IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Honglei Zhang, Xin Zhou, Zhiqi Shen, Yidong Li
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Size and Depth of Monotone Neural Networks: Interpolation and Approximation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Dan Mikulincer, Daniel Reichman
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General Hyperspectral Image Super-Resolution via Meta-Transfer Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.4) Pub Date : 2024-04-22 Yingsong Cheng, Xinya Wang, Yong Ma, Xiaoguang Mei, Minghui Wu, Jiayi Ma