| 2021 | Towards Sequential Multivariate Fault Prediction for Vehicular Predictive Maintenance. | Abdul Basit Hafeez, Eduardo Alonso, Aram Ter-Sarkisov |
| 2021 | Predicting Real-time Scientific Experiments Using Transformer models and Reinforcement Learning. | Juan Manuel Parrilla Gutierrez |
| 2021 | On Natural Language Processing Applications for Military Dialect Classification. | J. T. Charith Gunasekara, Tobias Carryer, Matthew Triff |
| 2021 | Automated Hand Osteoarthritis Classification Using Convolutional Neural Networks. | Carmine Guida, Ming Zhang, Jordan Blackadar, Zilong Yang, Jeffrey B. Driban, Jeffrey W. Duryea, Lena Schaefer, Charles B. Eaton, Timothy E. McAlindon, Juan Shan |
| 2021 | Towards Intelligent Reading through Multimodal and Contextualized Word LookUp. | Swetha Govindu, Raviteja Vidya Guttula, Swati Kohli, Poonam Patil, Anagha Kulkarni, Ilmi Yoon |
| 2021 | Deep Semi-supervised Learning for Time Series Classification. | Jann Goschenhofer, Rasmus Hvingelby, David Rgamer, Janek Thomas, Moritz Wagner, Bernd Bischl |
| 2021 | Curriculum Learning to Handle Extreme Class Imbalance for Acoustic Modeling of Forest Elephant Calls. | Jonathan Michael Gomes Selman, Nikita Demir, Peter H. Wrege, Andreas Paepcke |
| 2021 | Vehicle Tracking with Crop-based Detection. | Derek Gloudemans, Daniel B. Work |
| 2021 | Homogeneous Transfer Active Learning for Time Series Classification. | Patrick Kinyua Gikunda, Nicolas Jouandeau |
| 2021 | Data Driven football scouting assistance with simulated player performance extrapolation. | Shantanu Ghar, Sayali Patil, Venkhatesh Arunachalam |
| 2021 | Local Geometry Preserving Deep Networks For Featurizing High Dimensional Datasets. | Walter Gerych, Jessica L. Bader, Declan Nelson, Thalia Chao-Zhang, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner |
| 2021 | CrypTop12: A Dataset For Cryptocurrency Price Movement Prediction From Tweets And Historical Prices. | Amish Garg, Tanav Shah, Vinay Kumar Jain, Raksha Sharma |
| 2021 | Evaluation of GAN Architectures For Visualisation of HPV Viruses From Microscopic Images. | Xiaohong W. Gao, Xuesong Wen, Dong Li, Weiping Liu, Jichun Xiong, Bin Xu, Juan Liu, Heng Zhang, Xuefeng Liu |
| 2021 | COVID-CBR: A Deep Learning Architecture Featuring Case-Based Reasoning for Classification of COVID-19 from Chest X-Ray Images. | Xiaohong W. Gao, Alice Gao |
| 2021 | A Transformer-based Approach for Translating Natural Language to Bash Commands. | Quchen Fu, Zhongwei Teng, Jules White, Douglas C. Schmidt |
| 2021 | Kernel ridge reconstruction for anomaly detection: general and low computational reconstruction. | Yasutaka Furusho, Shuhei Nitta, Yukinobu Sakata |
| 2021 | An Augmented Image Captioning Model: Incorporating Hierarchical Image Information. | Nathan Funckes, Erin Carrier, Greg Wolffe |
| 2021 | Monitoring Karting Pilot's Moodflow: a First Experience. | Carolina Frangeto, Marcius Fabius Carvalho, Frdric Andrs, Bernard Blancan, Lia Toledo Moreira Mota |
| 2021 | Damage Estimation and Localization from Sparse Aerial Imagery. | Rene Garcia Franceschini, Jeffrey Liu, Saurabh Amin |
| 2021 | Depression Screening Using Deep Learning on Follow-up Questions in Clinical Interviews. | Ricardo Flores, M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner |
| 2021 | Identifying Duplicate Police Reports. | Alan Firmiano, Ticiana L. Coelho da Silva |
| 2021 | Probabilistic Multi-knowledge Transfer in Reinforcement Learning. | Daniel Fernndez, Fernando Fernndez, Javier Garca |
| 2021 | Explainable Zero-Shot Modelling of Clinical Depression Symptoms from Text. | Nawshad Farruque, Randy Goebel, Osmar R. Zaane, Sudhakar Sivapalan |
| 2021 | Multi-Slice Clustering for 3-order Tensor. | Andriantsiory Dina Faneva, Joseph Ben Geloun, Mustapha Lebbah |
| 2021 | Size Does Matter: Overcoming Limitations during Training when using a Feature Pyramid Network. | Fabian Fallas-Moya, Manfred Gonzalez-Hernandez, Amir Sadovnik |