| 2021 | Task Specific Image Enhancement for Improving the Accuracy of CNNs. | Norbert Mitschke, Yunou Ji, Michael Heizmann |
| 2021 | Indextron. | Alexei M. Mikhailov, Mikhail F. Karavay |
| 2021 | Outlier Detection in Network Traffic Monitoring. | Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas |
| 2021 | Exploring Slow Feature Analysis for Extracting Generative Latent Factors. | Max Menne, Merlin Schler, Laurenz Wiskott |
| 2021 | Lifting Sequence Length Limitations of NLP Models using Autoencoders. | Reza Marzban, Christopher Crick |
| 2021 | Interpreting Convolutional Networks Trained on Textual Data. | Reza Marzban, Christopher Crick |
| 2021 | Automated Detection of COVID-19 from CT Scans using Convolutional Neural Networks. | Rohit Lokwani, Ashrika Gaikwad, Viraj Kulkarni, Aniruddha Pant, Amit Kharat |
| 2021 | Time-First Tracking: An Efficient Multiple-Object Tracking Architecture for Dynamic Surveillance Environments. | Joachim Lohn-Jaramillo, Khari Jarrett, Laura E. Ray, Richard Granger, Elijah F. W. Bowen |
| 2021 | Improving the Grid-based Clustering by Identifying Cluster Center Nodes and Boundary Nodes Adaptively. | Yaru Li, Yue Xi, Yonggang Lu |
| 2021 | Self-adaptive Norm Update for Faster Gradient-based L2 Adversarial Attacks and Defenses. | Yanhong Liu, Fengming Cao |
| 2021 | The Importance of Models in Data Analysis with Small Human Movement Datasets: Inspirations from Neurorobotics Applied to Posture Control of Humanoids and Humans. | Vittorio Lippi, Christoph Maurer, Thomas Mergner |
| 2021 | Deep Learning based Model Identification System Exploits the Modular Structure of a Bio-inspired Posture Control Model for Humans and Humanoids. | Vittorio Lippi |
| 2021 | State Tracking in the Presence of Heavy-tailed Observations. | Yaman Kindap |
| 2021 | Locating Datacenter Link Faults with a Directed Graph Convolutional Neural Network. | Michael P. Kenning, Jingjing Deng, Michael Edwards, Xianghua Xie |
| 2021 | Converting Image Labels to Meaningful and Information-rich Embeddings. | Savvas Karatsiolis, Andreas Kamilaris |
| 2021 | Multi-level Feature Selection for Oriented Object Detection. | Chen Jiang, Yefan Jiang, Zhangxing Bian, Fan Yang, Siyu Xia |
| 2021 | Weakly Supervised Gleason Grading of Prostate Cancer Slides using Graph Neural Network. | Nan Jiang, Yaqing Hou, Dongsheng Zhou, Pengfei Wang, Jianxin Zhang, Qiang Zhang |
| 2021 | Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering. | Dipendra Jha, K. V. L. V. Narayanachari, Ruifeng Zhang, Denis T. Keane, Wei-keng Liao, Alok N. Choudhary, Yip-Wah Chung, Michael J. Bedzyk, Ankit Agrawal |
| 2021 | Speech Recognition using Deep Canonical Correlation Analysis in Noisy Environments. | Shinnosuke Isobe, Satoshi Tamura, Satoru Hayamizu |
| 2021 | Experimental Application of a Japanese Historical Document Image Synthesis Method to Text Line Segmentation. | Naoto Inuzuka, Tetsuya Suzuki |
| 2021 | FLIC: Fast Lidar Image Clustering. | Frederik Hasecke, Lukas Hahn, Anton Kummert |
| 2021 | Flexcoder: Practical Program Synthesis with Flexible Input Lengths and Expressive Lambda Functions. | Blint Gyarmathy, Blint Mucsnyi, dm Czapp, Dvid Szilgyi, Balzs Pintr |
| 2021 | A Comparison of Few-shot Classification of Human Movement Trajectories. | Lisa Gutzeit |
| 2021 | The Principle of Least Cognitive Action in Vision. | Marco Gori |
| 2021 | Data Scarcity: Methods to Improve the Quality of Text Classification. | Ingo Glaser, Shabnam Sadegharmaki, Basil Komboz, Florian Matthes |