| 2021 | Novelty-based Generalization Evaluation for Traffic Light Detection. | Arvind Kumar Shekar, Laureen Lake, Liang Gou, Liu Ren |
| 2021 | Retrieval Enhanced Ensemble Model Framework For Rumor Detection On Micro-blogging Platforms. | Rishab Sharma, Fatemeh H. Fard, Apurva Narayan |
| 2021 | MLCHECK- Property-Driven Testing of Machine Learning Classifiers. | Arnab Sharma, Caglar Demir, Axel-Cyrille Ngonga Ngomo, Heike Wehrheim |
| 2021 | PrunedCaps: A Case For Primary Capsules Discrimination. | Ramin Sharifi, Pouya Shiri, Amirali Baniasadi |
| 2021 | One Node at a Time: Node-Level Network Classification. | Saray Shai, Isaac Jacobs, Peter J. Mucha |
| 2021 | Efficient Deep Learning of Nonlinear Fiber-Optic Communications Using a Convolutional Recurrent Neural Network. | Abtin Shahkarami, Mansoor I. Yousefi, Yves Jaoun |
| 2021 | CVSS-BERT: Explainable Natural Language Processing to Determine the Severity of a Computer Security Vulnerability from its Description. | Mustafizur R. Shahid, Herv Debar |
| 2021 | Visual Question Answering based on Formal Logic. | Muralikrishnna G. Sethuraman, Ali Payani, Faramarz Fekri, J. Clayton Kerce |
| 2021 | Semantic Segmentation of Multi-Channel Polycrystalline Structure Micrographs Using Convolutional Neural Networks. | Andreas Selmaier, Benjamin Lutz, Dominik Kikalt, Simon Brnicke, Jens Frst, Jrg Franke |
| 2021 | Deployment of Embedded Edge-AI for Wildlife Monitoring in Remote Regions. | Daniel Schwartz, Jonathan Michael Gomes Selman, Peter H. Wrege, Andreas Paepcke |
| 2021 | Large-Scale Curb Extraction Based on 3D Deep Learning and Iterative Refinement Post-Processing. | Jan-Christoph Schmitz, Adrian Bauer, Anton Kummert |
| 2021 | Game Character Facial Animation Using Actor Video Corpus and Recurrent Neural Networks. | Sheldon Schiffer |
| 2021 | GraFeHTy: Graph Neural Network using Federated Learning for Human Activity Recognition. | Abhishek Sarkar, Tanmay Sen, Ashis Kumar Roy |
| 2021 | Effects of COVID-19 on individuals in Opioid Addiction Recovery. | Khaled Mohammed Saifuddin, Esra Akbas, Max Khanov, Jason Beaman |
| 2021 | Graph Convolutional Networks for Categorizing Online Harassment on Twitter. | Mozhgan Saeidi, Evangelos E. Milios, Norbert Zeh |
| 2021 | Critical State Detection for Adversarial Attacks in Deep Reinforcement Learning. | Praveen Kumar R, I Niranjan Kumar, Sujith Sivasankaran, A. Mohan Vamsi, Vineeth Vijayaraghavan |
| 2021 | Dynamically Adapting Floating-Point Precision to Accelerate Deep Neural Network Training. | John Osorio Ros, Adri Armejach, Eric Petit, Greg Henry, Marc Casas |
| 2021 | Cloud Failure Prediction with Hierarchical Temporal Memory: An Empirical Assessment. | Oliviero Riganelli, Paolo Saltarel, Alessandro Tundo, Marco Mobilio, Leonardo Mariani |
| 2021 | Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training. | Mats L. Richter, Julius Schning, Anna Wiedenroth, Ulf Krumnack |
| 2021 | Pruned Genetic-NAS on GPU Accelerator Platforms with Chaos-on-Edge Hyperparameters. | Anand Ravishankar, Santhi Natarajan, A. Bharathi Malakreddy |
| 2021 | Analyzing and Improving the Robustness of Tabular Classifiers using Counterfactual Explanations. | Peyman Rasouli, Ingrid Chieh Yu |
| 2021 | GAN Based Approach for Drug Design. | Aninditha Ramesh, Anusha S. Rao, Sanjana Moudgalya, K. S. Srinivas |
| 2021 | Continuous Multi-modal Emotion Prediction in Video based on Recurrent Neural Network Variants with Attention. | Joyal Raju, Yona Falinie A. Gaus, Toby P. Breckon |
| 2021 | Improved Attribute Manipulation in the Latent Space of StyleGAN for Semantic Face Editing. | Aashish Rai, Clara Ducher, Jeremy R. Cooperstock |
| 2021 | Towards Building A Robust Large-Scale Bangla Text Recognition Solution Using A Unique Multiple-Domain Character-Based Document Recognition Approach. | A. K. M. Shahariar Azad Rabby, Md. Majedul Islam, Zahidul Islam, Nazmul Hasan, Fuad Rahman |