| 2022 | A Comparative Analysis of Loss Functions for Handling Foreground-Background Imbalance in Image Segmentation. | Ali Braytee, Ali Anaissi, Mohamad Naji |
| 2022 | Towards the Development of a Machine Learning-Based Action Recognition Model to Support Positive Behavioural Outcomes in Students with Autism. | Francesco Bonacini, Mufti Mahmud, David J. Brown |
| 2022 | Simultaneous Perturbation Method for Multi-task Weight Optimization in One-Shot Meta-learning. | Andrei Boiarov, Kostiantyn Khabarlak, Igor Yastrebov |
| 2022 | Fairly Constricted Multi-objective Particle Swarm Optimization. | Anwesh Bhattacharya, Snehanshu Saha, Nithin Nagaraj |
| 2022 | Resnet-2D-ConvLSTM: A Means to Extract Features from Hyperspectral Image. | Anasua Banerjee, Debajyoty Banik |
| 2022 | A Phenomenological Deep Oscillatory Neural Network Model to Capture the Whole Brain Dynamics in Terms of BOLD Signal. | Anirban Bandyopadhyay, Sayan Ghosh, Dipayan Biswas, Raju Surampudi Bapi, V. Srinivasa Chakravarthy |
| 2022 | Classification by Components Including Chow's Reject Option. | Mehrdad Mohannazadeh Bakhtiari, Thomas Villmann |
| 2022 | SATNet: Captioning with Semantic Alignment and Feature Enhancement. | Wenhui Bai, Canlong Zhang, Zhixin Li, Peiyi Wei, Zhiwen Wang |
| 2022 | Imbalanced Equilibrium: Emergence of Social Asymmetric Coordinated Behavior in Multi-agent Games. | Yidong Bai, Toshiharu Sugawara |
| 2022 | Learning Associative Reasoning Towards Systematicity Using Modular Networks. | Jun-Hyun Bae, Taewon Park, Minho Lee |
| 2022 | Permissioned Blockchain-Based XGBoost for Multi Banks Fraud Detection. | Septiviana Savitri Asrori, Lihua Wang, Seiichi Ozawa |
| 2022 | Functional Roles of Amygdala and Orbitofrontal Cortex in Adaptive Behavior. | Layla Chadaporn Antaket, Kazuki Hamada, Yoshiki Kashimori |
| 2022 | PSSM2Vec: A Compact Alignment-Free Embedding Approach for Coronavirus Spike Sequence Classification. | Sarwan Ali, Taslim Murad, Murray Patterson |
| 2022 | Deep Ensemble Architecture: A Region Mapping for Chest Abnormalities. | Ashok Ajad, Taniya Saini, M. Kumar Niranjan, Ansuj Joshi, M. L. Kumar Swaroop |
| 2022 | Minimum Variance Embedded Intuitionistic Fuzzy Weighted Random Vector Functional Link Network. | Nehal Ahmad, Mudasir Ahmad Ganaie, Ashwani Kumar Malik, Kuan-Ting Lai, M. Tanveer |
| 2022 | Auxiliary Network: Scalable and Agile Online Learning for Dynamic System with Inconsistently Available Inputs. | Rohit Agarwal, Krishna Agarwal, Alexander Horsch, Dilip K. Prasad |
| 2022 | Span Detection for Kinematics Word Problems. | Savitha Sam Abraham, Deepak P, Sowmya S. Sundaram |
| 2022 | A Generic Enhancer for Backdoor Attacks on Deep Neural Networks. | Bilal Hussain Abbasi, Qi Zhong, Leo Yu Zhang, Shang Gao, Antonio Robles-Kelly, Robin Doss |
| 2022 | Lagrange Programming Neural Networks for Sparse Portfolio Design. | Hao Wang, Desmond Hui, Chi-Sing Leung |
| 2022 | In Situ Augmentation for Defending Against Adversarial Attacks on Text Classifiers. | Lei Xu, Laure Berti-quille, Alfredo Cuesta-Infante, Kalyan Veeramachaneni |
| 2022 | EigenGRF: Layer-Wise Eigen-Learning for Controllable Generative Radiance Fields. | Zhiyuan Yang, Qingfu Zhang |
| 2022 | Counterfactual Causal Adversarial Networks for Domain Adaptation. | Yan Jia, Xiang Zhang, Long Lan, Zhigang Luo |
| 2021 | Learning Attacker's Bounded Rationality Model in Security Games. | Adam Zychowski, Jacek Mandziuk |
| 2021 | Question Answering over Knowledge Base Embeddings with Triples Representation Learning. | Zicheng Zuo, Zhenfang Zhu, Wenqing Wu, Qiang Lu, Dianyuan Zhang, Wenling Wang, Guangyuan Zhang |
| 2021 | Contrastive Goal Grouping for Policy Generalization in Goal-Conditioned Reinforcement Learning. | Qiming Zou, Einoshin Suzuki |