IEEE Transactions on Neural Networks and Learning Systems 2023: all accepted papers
- Robust Reward-Free Actor–Critic for Cooperative Multiagent Reinforcement Learning ↗Qifeng Lin, Qing Hua Ling4 citations
- Robust and Effective: A Deep Matrix Factorization Framework for Classification ↗Chenxi Tian, Licheng Jiao, Fang Liu et al.4 citations
- Stochastic Optimization for Nonconvex Problem With Inexact Hessian Matrix, Gradient, and Function ↗Liu Liu, Xuanqing Liu, Cho‐Jui Hsieh et al.4 citations
- Synchronization-Inspired Interpretable Neural Networks ↗Wei Han, Zhili Qin, Jiaming Liu et al.4 citations
- TeKo: Text-Rich Graph Neural Networks With External Knowledge ↗Zhizhi Yu, Di Jin, Jianguo Wei et al.4 citations
- Toward Less Constrained Macro-Neural Architecture Search ↗Vasco Lopes, Luı́s A. Alexandre4 citations
- mFILS: Tri-Selection via Convex and Nonconvex Regularizations ↗Dou El Kefel Mansouri, Khalid Benabdeslem, Seif-Eddine Benkabou et al.4 citations
- Convergence and Stability of Optimal Regulation via Generalized N-Step Value Gradient Learning ↗Ding Wang, Mingming Zhao, Mingming Ha et al.3 citations
- Deep-Growing Neural Network With Manifold Constraints for Hyperspectral Image Classification ↗Jiao Shi, Tiancheng Wu, Alex Kai Qin et al.3 citations
- Distributed Neurodynamic Models for Solving a Class of System of Nonlinear Equations ↗Xin Han, Xing He, Xingxing Ju et al.3 citations
- Distribution Matching for Machine Teaching ↗Xiaofeng Cao, Ivor Wai-Hung Tsang3 citations
- Dual-Correction–Adaptation Network for Noisy Knowledge Transfer ↗Yunyun Wang, Weiwen Zheng, Qinghao Li et al.3 citations
- Enabling Visual Object Detection With Object Sounds via Visual Modality Recalling Memory ↗Jung Uk Kim, Yong Man Ro3 citations
- Fractional Tensor Recurrent Unit (fTRU): A Stable Forecasting Model With Long Memory ↗Hejia Qiu, Chao Li, Ying Weng et al.3 citations
- Graph-Based Multicentroid Nonnegative Matrix Factorization ↗Chuan Ma, Yingwei Zhang, Chun‐Yi Su3 citations
- HVCMM: A Hybrid-View Abstractive Model of Automatic Summary Generation for Teaching ↗Hao Zhang, Sannyuya Liu, Yaopeng Li et al.3 citations
- Learning Self-Corrective Network via Adaptive Self-Labeling and Dynamic NMS for High-Performance Long-Term Tracking ↗Zhuohong Zhang, Wanli Xue, Kaihua Zhang et al.3 citations
- Learning to Double-Check Model Prediction From a Causal Perspective ↗Xun Deng, Fuli Feng, Xiang Wang et al.3 citations
- Local Independence Testing for Point Processes ↗Nikolaj Thams, Niels Richard Hansen3 citations
- MARML: Motif-Aware Deep Representation Learning in Multilayer Networks ↗Da Zhang, Mansur R. Kabuka3 citations
- Merge Loss Calculation Method for Highly Imbalanced Data Multiclass Classification ↗Zehua Du, Hao Zhang, Zhiqiang Wei et al.3 citations
- On the Size and Width of the Decoder of a Boolean Threshold Autoencoder ↗Tatsuya Akutsu, Avraham A. Melkman3 citations
- Phy-Taylor: Partially Physics-Knowledge-Enhanced Deep Neural Networks via NN Editing ↗Yanbing Mao, Yuliang Gu, Lui Sha et al.3 citations
- Quantum Imitation Learning ↗Zhihao Cheng, Kaining Zhang, Li Shen et al.3 citations
- RAP Vol: Robust Adversary Populations With Volume Diversity Measure ↗Jiachen Yang, Jipeng Zhang3 citations
- Self-Organizing a Latent Hierarchy of Sketch Patterns for Controllable Sketch Synthesis ↗Sicong Zang, Shikui Tu, Lei Xu3 citations
- Sparse Additive Machine With the Correntropy-Induced Loss ↗Peipei Yuan, Xinge You, Hong Chen et al.3 citations
- Toward Generalized Artificial Intelligence by Assessment Aggregation With Applications to Standard and Extreme Classifications ↗Abdourrahmane Mahamane Atto3 citations
- A Dual-Masked Deep Structural Clustering Network With Adaptive Bidirectional Information Delivery ↗Yachao Yang, Yanfeng Sun, Shaofan Wang et al.2 citations
- An Improved Frequent Directions Algorithm for Low-Rank Approximation via Block Krylov Iteration ↗Chenhao Wang, Qianxin Yi, Xiuwu Liao et al.2 citations
- Automatic Temperature Parameter Tuning for Reinforcement Learning Using Path Integral Policy Improvement ↗Hiroyasu Nakano, Ryo Ariizumi, Toru Asai et al.2 citations
- Combining Optimal Path Search With Task-Dependent Learning in a Neural Network ↗Tomas Kulvičius, Minija Tamošiūnaitė, Florentin Wörgötter2 citations
- Continual Learning of Generative Models With Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence ↗Mehmet Dedeoğlu, Sen Lin, Zhaofeng Zhang et al.2 citations
- Data-Driven Safe Policy Optimization for Black-Box Dynamical Systems With Temporal Logic Specifications ↗Chenlin Zhang, Shijun Lin, Hao Wang et al.2 citations
- Deep Hierarchical Multimodal Metric Learning ↗Di Wang, Aqiang Ding, Yumin Tian et al.2 citations
- Deformable Dynamic Sampling and Dynamic Predictable Mask Mining for Image Inpainting ↗Cai Shang, Yu Zeng, Shu Yang et al.2 citations
- EASpace: Enhanced Action Space for Policy Transfer ↗Zheng Zhang, Qingrui Zhang, Bo Zhu et al.2 citations
- Enhancing Distributed Neural Network Training Through Node-Based Communications ↗Sergio Moreno‐Álvarez, Mercedes Eugenia Paoletti, Gabriele Cavallaro et al.2 citations
- Extraordinarily Time- and Memory-Efficient Large-Scale Canonical Correlation Analysis in Fourier Domain: From Shallow to Deep ↗Xiang‐Jun Shen, Zhaorui Xu, Liangjun Wang et al.2 citations
- GTR: An SQL Generator With Transition Representation in Cross-Domain Database Systems ↗Shaojie Qiao, Chenxu Liu, Guoping Yang et al.2 citations
- Guest Editorial Robust Learning of Spatio-Temporal Point Processes: Modeling, Algorithm, and Applications ↗Junchi Yan, Hongteng Xu, Liangda Li et al.2 citations
- MG-SIN: Multigraph Sparse Interaction Network for Multitask Stance Detection ↗Heyan Chai, Jinhao Cui, Siyu Tang et al.2 citations
- Multiresolution Interpretable Contourlet Graph Network for Image Classification ↗Jie Chen, Licheng Jiao, Xu Liu et al.2 citations
- Neural Architecture Selection as a Nash Equilibrium With Batch Entanglement ↗Qian Li, Chao Xue, Mingming Li et al.2 citations
- Online Learning With Uncertain Feedback Graphs ↗Pouya M. Ghari, Yanning Shen2 citations
- OpenHoldem: A Benchmark for Large-Scale Imperfect-Information Game Research ↗Kai Li, Hang Xu, Enmin Zhao et al.2 citations
- Optimizing for In-Memory Deep Learning With Emerging Memory Technology ↗Zhehui Wang, Tao Luo, Rick Siow Mong Goh et al.2 citations
- Partial Multiview Representation Learning With Cross-View Generation ↗Wenbo Dong, Shiliang Sun2 citations
- RSS-Bagging: Improving Generalization Through the Fisher Information of Training Data ↗Jieting Wang, Feijiang Li, Jue Li et al.2 citations
- SIIR: Symmetrical Information Interaction Modeling for News Recommendation ↗Zhonghong Ou, Zongzhi Han, Peihang Liu et al.2 citations
- Taming Overconfident Prediction on Unlabeled Data From Hindsight ↗Jing Li, Yuangang Pan, Ivor Wai-Hung Tsang2 citations
- The Q-Fractionalism Reasoning Learning Method ↗Mehran Mazandarani, Jianfei Pan2 citations
- Understanding Short-Range Memory Effects in Deep Neural Networks ↗Chengli Tan, Jiangshe Zhang, Junmin Liu2 citations
- Value-Based Subgoal Discovery and Path Planning for Reaching Long-Horizon Goals ↗Shubham Pateria, Budhitama Subagdja, Ah‐Hwee Tan et al.2 citations
- A Tree-Structured Multitask Model Architectures Recommendation System ↗Lijun Zhang, Xiao Liu, Hui Guan1 citation
- Beyond Pattern Variance: Unsupervised 3-D Action Representation Learning With Point Cloud Sequence ↗Bo Tan, Yang Xiao, Yancheng Wang et al.1 citation
- Covariate Balancing Methods for Randomized Controlled Trials Are Not Adversarially Robust ↗Hossein Babaei, Sina Alemohammad, Richard G. Baraniuk1 citation
- Deep Convolutional Tables: Deep Learning Without Convolutions ↗Shay Dekel, Yosi Keller, Aharon Bar-Hillel1 citation
- Fast Discriminant Analysis With Adaptive Reconstruction Structure Preserving ↗Xiaowei Zhao, Feiping Nie, Rong Wang et al.1 citation
- Gradient Learning With the Mode-Induced Loss: Consistency Analysis and Applications ↗Hong Chen, Youcheng Fu, Xue Jiang et al.1 citation
- Gray Learning From Non-IID Data With Out-of-Distribution Samples ↗Zhilin Zhao, Longbing Cao, Chang‐Dong Wang1 citation
- Guest Editorial: Special Issue on Theory, Algorithms, and Applications for Hybrid Intelligent Dynamic Optimization ↗Jun Hui Fu, Junfei Qiao, Kok Lay Teo et al.1 citation
- Lite It Fly: An All-Deformable-Butterfly Network ↗Rui Lin, Jason Chun Lok Li, Jiajun Zhou et al.1 citation
- MobCovid: Confirmed Cases Dynamics Driven Time Series Prediction of Crowd in Urban Hotspot ↗Jinyu Chen, Xiaodan Shi, Haoran Zhang et al.1 citation
- New Scalable and Efficient Online Pairwise Learning Algorithm ↗Bin Gu, Runxue Bao, Chenkang Zhang et al.1 citation
- Optimal Convergence for Agnostic Kernel Learning With Random Features ↗Jian Li, Yong Liu, Weiping Wang1 citation
- Redefining Neural Architecture Search of Heterogeneous Multinetwork Models by Characterizing Variation Operators and Model Components ↗Unai Garciarena, Roberto Santana, Alexander Mendiburu1 citation
- Routing User-Interest Markov Tree for Scalable Personalized Knowledge-Aware Recommendation ↗Yongsen Zheng, Pengxu Wei, Ziliang Chen et al.1 citation
- TECO: A Unified Feature Map Compression Framework Based on Transform and Entropy ↗Yubo Shi, Meiqi Wang, Tianyu Cao et al.1 citation
- Template-Based Contrastive Distillation Pretraining for Math Word Problem Solving ↗Jinghui Qin, Zhicheng Yang, Jiaqi Chen et al.1 citation
- Theoretical Exploration of Flexible Transmitter Model ↗Jin-Hui Wu, Shao-Qun Zhang, Yuan Jiang et al.1 citation
- Tuned Compositional Feature Replays for Efficient Stream Learning ↗Morgan B. Talbot, Rushikesh Zawar, Rohil Badkundri et al.1 citation
- A Sequential Stein’s Method for Faster Training of Additive Index Models ↗Hengtao Zhang, Zebin Yang, Agus Sudjianto et al.
- Asymptotic Behavior of Adversarial Training in Binary Linear Classification ↗Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
- AutoGMap: Learning to Map Large-Scale Sparse Graphs on Memristive Crossbars ↗Bo Lyu, Shengbo Wang, Shiping Wen et al.
- Device-Performance-Driven Heterogeneous Multiparty Learning for Arbitrary Images ↗Yuanqiao Zhang, Maoguo Gong, Yuan Gao et al.
- Dynamic Recognition of Speakers for Consent Management by Contrastive Embedding Replay ↗Arash Shahmansoori, Utz Roedig
- Editorial Happy New Year! ↗Yongduan Song
- Efficient Approximations for Matrix-Based Rényi’s Entropy on Sequential Data ↗Yuxin Dong, Tieliang Gong, Hong Chen et al.
- Enhancing Distributed Neural Network Training Through Node-Based Communications ↗Moreno-Álvarez, Sergio, Paoletti, Mercedes E., Gabriele Cavallaro et al.
- Guest Editorial Special Issue on Deep Learning for Earth and Planetary Geosciences ↗António R. C. Paiva, Weichang Li, Chris A. Mattmann et al.
- Guest Editorial: Special Issue on Stream Learning ↗Jie Lü, João Manuel Portela da Gama, Xin Yao et al.
- Limit Cycle of a Single-Neuron System With Smooth Continuous and Binary-Value Activation Functions and Its Circuitry Design ↗Jintao Huang, Xiaofeng Liao, Yunhang Zhu
- Master–Slave Deep Architecture for Top-K Multiarmed Bandits With Nonlinear Bandit Feedback and Diversity Constraints ↗Hanchi Huang, Li Shen, Deheng Ye et al.
- Shunting at Arbitrary Feature Levels via Spatial Disentanglement: Toward Selective Image Translation ↗Jian Wang, Xue Yang, Yuxin Tian et al.
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