IEEE Transactions on Artificial Intelligence, Volume 6, Issue 4, April 2025

1) Consistent Counterfactual Explanations via Anomaly Control and Data Coherence

Author(s): Maria Movin, Federico Siciliano, Rui Ferreira, Fabrizio Silvestri, Gabriele Tolomei

Pages: 794 - 804

2) Adversarial Masked Autoencoders Are Robust Vision Learners

Author(s): Yuchong Yao, Nandakishor Desai, Marimuthu Palaniswami

Pages: 805 - 815

3) Generation With Nuanced Changes: Continuous Image-to-Image Translation With Adversarial Preferences

Author(s): Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao

Pages: 816 - 828

4) Safe Multiagent Reinforcement Learning With Bilevel Optimization in Autonomous Driving

Author(s): Zhi Zheng, Shangding Gu

Pages: 829 - 842

5) Analyzing Hierarchical Relationships and Quality of Embedding in Latent Space

Author(s): Ankita Chatterjee, Jayanta Mukherjee, Partha Pratim Das

Pages: 843 - 858

6) HGFF: A Deep Reinforcement Learning Framework for Lifetime Maximization in Wireless Sensor Networks

Author(s): Xiaoxu Han, Xin Mu, Jinghui Zhong

Pages: 859 - 873

7) Active Robust Adversarial Reinforcement Learning Under Temporally Coupled Perturbations

Author(s): Jiacheng Yang, Yuanda Wang, Lu Dong, Lei Xue, Changyin Sun

Pages: 874 - 884

8) FAST: Feature Aware Similarity Thresholding for Weak Unlearning in Black-Box Generative Models

Author(s): Subhodip Panda, A.P. Prathosh

Pages: 885 - 895

9) Multiobjective Optimization for Traveling Salesman Problem: A Deep Reinforcement Learning Algorithm via Transfer Learning

Author(s): Le-yang Gao, Rui Wang, Zhao-hong Jia, Chuang Liu

Pages: 896 - 908

10) LoRaDIP: Low-Rank Adaptation With Deep Image Prior for Generative Low-Light Image Enhancement

Author(s): Zunjin Zhao, Daming Shi

Pages: 909 - 920

11) DGeC: Dynamically and Globally Enhanced Convolution

Author(s): Zihang Zhang, Yuling Liu, Zhili Zhou, Gaobo Yang, Xin Liao, Q. M. Jonathan Wu

Pages: 921 - 933

12) CH-Net: A Cross Hybrid Network for Medical Image Segmentation

Author(s): Jiale Li, Aiping Liu, Wei Wei, Ruobing Qian, Xun Chen

Pages: 934 - 944

13) APR-Net: Defense Against Adversarial Examples Based on Universal Adversarial Perturbation Removal Network

Author(s): Wenxing Liao, Zhuxian Liu, Minghuang Shen, Riqing Chen, Xiaolong Liu

Pages: 945 - 954

14) A Scalable Unsupervised and Back Propagation Free Learning With SACSOM: A Novel Approach to SOM-Based Architectures

Author(s): Gaurav R. Hirani, Kevin I-Kai Wang, Waleed H. Abdulla

Pages: 955 - 967

15) CheckSelect: Online Checkpoint Selection for Flexible, Accurate, Robust, and Efficient Data Valuation

Author(s): Soumi Das, Manasvi Sagarkar, Suparna Bhattacharya, Sourangshu Bhattacharya

Pages: 968 - 978

16) Industrial Process Monitoring Based on Deep Gaussian and Non-Gaussian Information Fusion Framework

Author(s): Zhiqiang Ge

Pages: 979 - 988

17) A Temporal–Spatial Graph Network With a Learnable Adjacency Matrix for Appliance-Level Electricity Consumption Prediction

Author(s): Dandan Li, Jiaxing Xia, Jiangfeng Li, Changjiang Xiao, Vladimir Stankovic, 

Lina Stankovic, Qingjiang Shi

Pages: 989 - 1002

18) Data-Driven Event-Triggered Control for Discrete-Time Neural Networks Subject to Actuator Saturation

Author(s): Yanyan Ni, Zhen Wang, Xia Huang, Hao Shen

Pages: 1003 - 1013

19) Aperiodically Intermittent Control Approach to Finite-Time Synchronization of Delayed Inertial Memristive Neural Networks

Author(s): Yuxin Jiang, Song Zhu, Mouquan Shen, Shiping Wen, Chaoxu Mu

Pages: 1014 - 1023

20) Unformer: A Transformer-Based Approach for Adaptive Multiscale Feature Aggregation in Underwater Image Enhancement

Author(s): Yuhao Qing, Yueying Wang, Huaicheng Yan, Xiangpeng Xie, Zhengguang Wu

Pages: 1024 - 1037

21) ClusVPR: Efficient Visual Place Recognition With Clustering-Based Weighted Transformer

Author(s): Yifan Xu, Pourya Shamsolmoali, Masoume Zareapoor, Jie Yang

Pages: 1038 - 1049