| 2021 | Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control. | Arthur Mller, Vishal Rangras, Tobias Ferfers, Florian Hufen, Lukas Schreckenberg, Jrgen Jasperneite, Georg Schnittker, Michael Waldmann, Maxim Friesen, Marco A. Wiering |
| 2021 | SuperCaustics: Real-time, open-source simulation of transparent objects for deep learning applications. | Mehdi Mousavi, Rolando Estrada |
| 2021 | Depression Detection Using Combination of sMRI and fMRI Image Features. | Marzieh Mousavian, Jianhua Chen, Steven G. Greening |
| 2021 | Assessment of Neural Networks for Stream-Water-Temperature Prediction. | Stefanie Mohr, Konstantina Drainas, Jrgen Geist |
| 2021 | Deep Learning for Morphological Arrhythmia Classification in Encoded ECG Signal. | Sandeep S. Mittal, Jack Rothberg, Kanad Ghose |
| 2021 | Surrogate Ground Truth Generation to Enhance Binary Fairness Evaluation in Uplift Modeling. | Filip Michalsk, Serdar Kadioglu |
| 2021 | Detecting Freezing of Gait in Parkinson's Disease Patient via Deep Residual Network. | Runfeng Miao, Solaiman Shokur, Andrea Cristina De Lima Pardini, Daniel Boari, Mohamed Bouri |
| 2021 | Messing Up 3D Virtual Environments: Transferable Adversarial 3D Objects. | Enrico Meloni, Matteo Tiezzi, Luca Pasqualini, Marco Gori, Stefano Melacci |
| 2021 | Transformer Based Bengali Chatbot Using General Knowledge Dataset. | Abu Kaisar Mohammad Masum, Sheikh Abujar, Sharmin Akter, Nushrat Jahan Ria, Syed Akhter Hossain |
| 2021 | Assisted Maintenance of Automatic Reclosers with Object Detection through Mobile Devices. | Francisco Marques, Rodrigo Melo, Alano Martins Pinto, Arthur Bastos, Samira Ribeiro, Ana Gonalves, Flvio Reis |
| 2021 | Condition Monitoring for Power Converters via Deep One-Class Classification. | Nikola Markovic, Daniel Vahle, Volker Staudt, Dorothea Kolossa |
| 2021 | Seed Classification using Synthetic Image Datasets Generated from Low-Altitude UAV Imagery. | Venkat Margapuri, Niketa Penumajji, Mitchell L. Neilsen |
| 2021 | Batch and Online Variational Learning of Hierarchical Pitman-Yor Mixtures of Multivariate Beta Distributions. | Narges Manouchehri, Nizar Bouguila, Wentao Fan |
| 2021 | An HMM-ensemble approach to predict severity progression of ICU treatment for hospitalized COVID-19 patients. | Federica Mandreoli, Federico Motta, Paolo Missier |
| 2021 | Instance-based Label Smoothing For Better Calibrated Classification Networks. | Mohamed Maher, Meelis Kull |
| 2021 | Improved Deep Representation Learning for Human Activity Recognition using IMU Sensors. | Niall Lyons, Avik Santra, Ashutosh Pandey |
| 2021 | Step Detection using SVM on NURVV Trackers. | Didier Lopes, Grant Trewartha |
| 2021 | Voxel-based Deep Learning for Image Super-resolution of Areal Density Maps of Carbon-nanotube Sheets. | Yingnan Liu, Randy Clinton Paffenroth |
| 2021 | On Learning Probabilistic Partial Lexicographic Preference Trees. | Xudong Liu |
| 2021 | A Novel Convolutional Neural Network For Pavement Crack Segmentation. | Erkai Li, Huiming Tang |
| 2021 | Theory for Deep Learning Regression Ensembles with Application to Raman Spectroscopy Analysis. | Wenjing Li, Randy C. Paffenroth, Michael T. Timko, Matthew P. Rando, Avery B. Brown, N. Aaron Deskins |
| 2021 | Enhancing Siamese Visual Tracking With Background Relations. | Chih-Yang Lin, Shang-Chian Yang, Hui-Fuang Ng, Wei-Yang Lin |
| 2021 | Intra-Day Price Simulation with Generative Adversarial Modelling of the Order Flow. | Ye-Sheen Lim, Denise Gorse |
| 2021 | A Validation Framework for ARP Similarity Measure. | Sergiu Limboi, Mara Deac-Petrusel |
| 2021 | Data-Driven State of Charge Estimation of Li-ion Batteries using Supervised Machine Learning Methods. | Yichun Li, Mina Maleki, Shadi Banitaan, Mingzuoyang Chen |