| 2021 | Sketch2Vis: Generating Data Visualizations from Hand-drawn Sketches with Deep Learning. | Zhongwei Teng, Quchen Fu, Jules White, Douglas C. Schmidt |
| 2021 | Active Learning and Machine Teaching for Online Learning: A Study of Attention and Labelling Cost. | Agnes Tegen, Paul Davidsson, Jan A. Persson |
| 2021 | Feature Subset Selection based on Redundancy Maximized Clusters. | Md. Hasan Tarek, Md. Eusha Kadir, Sadia Sharmin, Abu Ashfaqur Sajib, Amin Ahsan Ali, Mohammad Shoyaib |
| 2021 | Improve Learner-based Recommender System with Learner's Mood in Online Learning Platform. | Qing Tang, Marie-Hlne Abel, Elsa Ngre |
| 2021 | Data Augmentation and CNN Classification For Automatic COVID-19 Diagnosis From CT-Scan Images On Small Dataset. | Weijun Tan, Hongwei Guo |
| 2021 | A Multi-Scale A Contrario method for Unsupervised Image Anomaly Detection. | Matas Tailanin, Pablo Mus, lvaro Pardo |
| 2021 | Purrai: A Deep Neural Network based Approach to Interpret Domestic Cat Language. | Weilin Sun, Vincent Lu, Aaron Truong, Hermione Bossolina, Yuan Lu |
| 2021 | Boosting the Intelligibility of Waveform Speech Enhancement Networks through Self-supervised Representations. | Tao Sun, Shuyu Gong, Zhewei Wang, Charles D. Smith, Xianhui Wang, Li Xu, Jundong Liu |
| 2021 | SoCRATES: System-on-Chip Resource Adaptive Scheduling using Deep Reinforcement Learning. | Tegg Tae Kyong Sung, Bo Ryu |
| 2021 | PermeabilityNets: Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing. | Simon Stieber, Niklas Schrter, Ewald Fauster, Alexander Schiendorfer, Wolfgang Reif |
| 2021 | Using Generative Adversarial Networks and Non-Roadside Video Data to Generate Pedestrian Crossing Scenarios. | James Spooner, Vasile Palade, Alireza Daneshkhah, Stratis Kanarachos |
| 2021 | Contextual road lane and symbol generation for autonomous driving. | Ajay Soni, Pratik Padamwar, Krishna Reddy Konda |
| 2021 | A Data-Efficient Reinforcement Learning Method Based on Local Koopman Operators. | Lixing Song, Junheng Wang, Junhong Xu |
| 2021 | Super Resolution with Sparse Gradient-Guided Attention for Suppressing Structural Distortion. | Geonhak Song, Tien-Dung Nguyen, Junghyun Bum, Hwijong Yi, Chang-Hwan Son, Hyunseung Choo |
| 2021 | A Markov Decision Processes Modeling for Curricular Analytics. | Ahmad Slim, Husain Al Yusuf, Nadine Abbas, Chaouki T. Abdallah, Gregory L. Heileman, Ameer Slim |
| 2021 | Maximizing University Enrollment Using Institutional-Based Aid Scholarship. | Ahmad Slim, Don R. Hush, Tushar Ojha, Georges El-Howayek, Chaouki T. Abdallah, Terry Babbitt |
| 2021 | Pneumonia Detection with Game-theoretic Rough Sets. | Suby Singh, JingTao Yao |
| 2021 | Temporal Debiasing using Adversarial Loss based GNN architecture for Crypto Fraud Detection. | Aditya Singh, Anubhav Gupta, Hardik Wadhwa, Siddhartha Asthana, Ankur Arora |
| 2021 | CurL-AutoML: Curriculum Learning-based AutoML. | Lucas Nildaimon dos Santos Silva, Lucas Cardoso Silva, Fernando Rezende Zagatti, Bruno Silva Sette, Helena de Medeiros Caseli, Daniel Lucrdio, Diego Furtado Silva |
| 2021 | A Graph-Based Spatial Cross-Validation Approach for Assessing Models Learned with Selected Features to Understand Election Results. | Tiago Pinho da Silva, Antonio Rafael Sabino Parmezan, Gustavo E. A. P. A. Batista |
| 2021 | A proposal to identify stakeholders from news for the institutional relationship management activities of an institution based on Named Entity Recognition using BERT. | Eric Hans Messias Da Silva, Joo Laterza, Marcos Paulo Pereira Da Silva, Marcelo Ladeira |
| 2021 | Multimodal Variational Autoencoders for Sensor Fusion and Cross Generation. | Matthieu Da Silva-Filarder, Andrea Ancora, Maurizio Filippone, Pietro Michiardi |
| 2021 | KerasBERT: Modeling the Keras Language. | Connor Shorten, Taghi M. Khoshgoftaar |
| 2021 | LE-CapsNet: A Light and Enhanced Capsule Network. | Pouya Shiri, Amirali Baniasadi |
| 2021 | Verifying the Applicability of Synthetic Image Generation for Object Detection in Industrial Quality Inspection. | Majid Shirazi, Markus Schmitz, Simon Janssen, Anabelle Thies, Georgij Safronov, Amr Rizk, Peter Mayr, Philipp Engelhardt |