| 2021 | Detecting Offensive Content on Twitter During Proud Boys Riots. | Md Fahim, Swapna S. Gokhale |
| 2021 | TopKConv: Increased Adversarial Robustness Through Deeper Interpretability. | Henry Eigen, Amir Sadovnik |
| 2021 | Federated Fuzzy Learning with Imbalanced Data. | Lukas Johannes Dust, Marina Lpez Murcia, Andreas Mkil, Petter Nordin, Ning Xiong, Francisco Herrera |
| 2021 | Alternate Model Growth and Pruning for Efficient Training of Recommendation Systems. | Xiaocong Du, Bhargav Bhushanam, Jiecao Yu, Dhruv Choudhary, Tianxiang Gao, Sherman Wong, Louis Feng, Jongsoo Park, Yu Cao, Arun Kejariwal |
| 2021 | Semi-supervised Graph Instance Transformer for Mental Health Inference. | Guimin Dong, Mingyue Tang, Lihua Cai, Laura E. Barnes, Mehdi Boukhechba |
| 2021 | ORSA: Outlier Robust Stacked Aggregation for Best- and Worst-Case Approximations of Ensemble Systems. | Peter Domanski, Dirk Pflger, Raphal Latty, Jochen Rivoir |
| 2021 | An energy-based model for neuro-symbolic reasoning on knowledge graphs. | Dominik Dold, Josep Soler Garrido |
| 2021 | Learning from Limited Data for Speech-based Traumatic Brain Injury (TBI) Detection. | Apiwat Ditthapron, Emmanuel O. Agu, Adam C. Lammert |
| 2021 | Automating Questions and Answers of Good and Services Tax system using clustering and embeddings of queries. | Pankaj Dikshit, B. Chandra, M. P. Gupta |
| 2021 | Evaluating Sentiments in Social Media Comments on Tax Transformation in India using Deep Learning. | Pankaj Dikshit, B. Chandra |
| 2021 | Modeling approaches for Silent Attrition prediction in Payment networks. | Lalasa Dheekollu, Hardik Wadhwa, Siddharth Vimal, Anubhav Gupta, Siddhartha Asthana, Ankur Arora, Smriti Gupta |
| 2021 | Active Learning to Support In-situ Process Monitoring in Additive Manufacturing. | Siva Krishna Dasari, Abbas Cheddad, Lars Lundberg, Jonatan Palmquist |
| 2021 | Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems. | Zongyu Dai, Zhiqi Bu, Qi Long |
| 2021 | Financial Time Series Forecasting Enriched with Textual Information. | Lord Flaubert Steve Ataucuri Cruz, Diego Furtado Silva |
| 2021 | Elastic distributed training with fast convergence and efficient resource utilization. | Guojing Cong |
| 2021 | Impact of reverberation through deep neural networks on adversarial perturbations. | Romain Cohendet, Miguel Solinas, Rmi Bernhard, Marina Reyboz, Pierre-Alain Mollic, Yannick Bourrier, Martial Mermillod |
| 2021 | Trade-offs in Metric Learning for Bearing Fault Diagnosis. | Tyler Cody, Stephen C. Adams, Peter A. Beling |
| 2021 | Time Series Data Augmentation using Time-Warped Auto-Encoders. | Shain Shahid Chowdhury, Soukana Filali Boubrahimi, Shah Muhammad Hamdi |
| 2021 | Self-Attention Mechanism in GANs for Molecule Generation. | Sandeep Chinnareddy, Pranav Grandhi, Apurva Narayan |
| 2021 | Catch Weight Prediction for Multi-Species Fishing using Artificial Neural Networks. | Tianbai Chen, Li Zhong, Naweiluo Zhou, Dennis Hoppe |
| 2021 | ROWBACK: RObust Watermarking for neural networks using BACKdoors. | Nandish Chattopadhyay, Anupam Chattopadhyay |
| 2021 | ONTOCONNECT: Domain-Agnostic Ontology Alignment using Graph Embedding with Negative Sampling. | Jaydeep Chakraborty, Hamada M. Zahera, Mohamed Ahmed Sherif, Srividya K. Bansal |
| 2021 | Transform-Based Tensor Auto Regression for Multilinear Time Series Forecasting. | Jackson Cates, Randy C. Hoover, Kyle A. Caudle, Riley Kopp, Cagri Ozdemir |
| 2021 | Temporal Bottleneck Attention for Video Recognition. | Schubert R. Carvalho, Nicolas M. Bertagnolli, Tyler Folkman |
| 2021 | Few-Shot Classification for Human Context Recognition Using Smartphone Data Traces. | Luke Buquicchio, Walter Gerych, Abdulaziz Alajaji, Kavin Chandrasekaran, Hamid Mansoor, Elke A. Rundensteiner, Emmanuel Agu |