| 2021 | DeepSplicer: An Improved Method of Splice Sites Prediction using Deep Learning. | Victor Akpokiro, Oluwatosin Oluwadare, Jugal Kalita |
| 2021 | Federated Deep Learning for Heterogeneous Edge Computing. | Khandaker Mamun Ahmed, Ahmed Imteaj, M. Hadi Amini |
| 2021 | Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals. | Wasim Ahmad, Maha Shadaydeh, Joachim Denzler |
| 2021 | LIDSNet: A Lightweight on-device Intent Detection model using Deep Siamese Network. | Vibhav Agarwal, Sudeep Deepak Shivnikar, Sourav Ghosh, Himanshu Arora, Yashwant Saini |
| 2021 | Influence of Training Data on the Invertability of Neural Networks for Handwritten Digit Recognition. | Antonia Adler, Michaela Geierhos, Eleanor Hobley |
| 2021 | Deeper Neural Networks with Non-Vanishing Logistic Hidden Units: NoVa vs. ReLU Neurons. | Olaoluwa Adigun, Bart Kosko |
| 2021 | Bidirectional Backpropagation for High-Capacity Blocking Networks. | Olaoluwa Adigun, Bart Kosko |
| 2021 | LCCspm: l-Length Closed Contiguous Sequential Patterns Mining Algorithm to Find Frequent Athlete Movement Patterns from GPS. | Victor Elijah Adeyemo, Anna Palczewska, Ben Jones |
| 2021 | ConfusionTree-Pattern: A Hierarchical Design for an Efficient and Performant Multi-Class Pattern. | Michele Franco Adesso, Nicola Wolpert, Elmar Schmer |
| 2020 | Dense Broad Learning System with Proportional Integral Differential and Adaptive Moment Estimation. | Weidong Zou, Yuanqing Xia, Weipeng Cao |
| 2020 | A Study of Deep Learning for Predicting Freeze of Gait in Patients with Parkinson's Disease. | Alexander M. Yuan, Shayok Chakraborty |
| 2020 | Tuberculosis Bacilli Identification: A Novel Feature Extraction Approach via Statistical Shape and Color Models. | Hamed Yousefi, Farnaz Mohammadi, Niloufar Mirian, Navid Amini |
| 2020 | Geographical feature classification from text using (active) convolutional neural networks. | Liping Yang, Alan M. MacEachren, Prasenjit Mitra |
| 2020 | Chromatogram Alignment Algorithm Based on Deep Neural Network and an Application in Bio-aerosol Detection. | Yongyu Yang |
| 2020 | GCN with Clustering Coefficients and Attention Module. | Rakesh Kumar Yadav, Abhishek, Sourav S, Shekhar Verma |
| 2020 | On the transferability of adversarial examples between convex and 01 loss models. | Yunzhe Xue, Meiyan Xie, Usman Roshan |
| 2020 | Towards adversarial robustness with 01 loss neural networks. | Yunzhe Xue, Meiyan Xie, Usman Roshan |
| 2020 | Conditional Score Matching for Image to Image Regression. | Hao Xin, Michael Yu Zhu |
| 2020 | NGM: Neural Gaussian Mirror for Controlled Feature Selection in Neural Networks. | Xin Xing, Yu Gui, Chenguang Dai, Jun S. Liu |
| 2020 | Two-stage and dual-decoder convolutional U-Net ensembles for reliable vessel and plaque segmentation in carotid ultrasound images. | Meiyan Xie, Yunzhu Li, Yunzhe Xue, Lauren Huntress, William Beckerman, Saum A. Rahimi, Justin W. Ady, Usman W. Roshan |
| 2020 | Deep Learning for Automatic Quality Grading of Mangoes: Methods and Insights. | Shih-Lun Wu, Hsiao-Yen Tung, Yu-Lun Hsu |
| 2020 | Rapid Class Augmentation For Continuous Deep Learning Applications. | Hanna E. Witzgall |
| 2020 | Interpreting Attention Models: LSTM vs. CNN : A case study on customer activation. | Koen Weterings, Shir-Lee Kimelman, Stefano Bromuri, Marko C. J. D. van Eekelen |
| 2020 | f2tag - Can Tags be Predicted Using Formulas? | Sebastian Wankerl, Gerhard Gtz, Andreas Hotho |
| 2020 | HybriDG: Hybrid Dynamic Time Warping and Gaussian Distribution Model for Detecting Emerging Zero-Day Microarchitectural Side-Channel Attacks. | Han Wang, Hossein Sayadi, Avesta Sasan, Setareh Rafatirad, Houman Homayoun |