| 2022 | Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification. | Saifullah Saifullah, Shoaib Ahmed Siddiqui, Stefan Agne, Andreas Dengel, Sheraz Ahmed |
| 2022 | DAReN: A Collaborative Approach Towards Visual Reasoning And Disentangling. | Pritish Sahu, Kalliopi Basioti, Vladimir Pavlovic |
| 2022 | COVID-19 Detection from Lung Ultrasound Images using a Fuzzy Ensemble-based Transfer Learning Technique. | Pranab Sahoo, Sriparna Saha, Samrat Mondal, Nelson Sharma |
| 2022 | LS-HDIB: A Large Scale Handwritten Document Image Binarization Dataset. | Kaustubh Sadekar, Ashish Tiwari, Prajwal Singh, Shanmuganathan Raman |
| 2022 | Transfer Learning in Breast Mass Detection on the OMI-DB Dataset: A Preliminary Study. | Marya Ryspayeva, Mario Molinara, Alessandro Bria, Claudio Marrocco, Francesco Tortorella |
| 2022 | Graph-Based Analysis of Hierarchical Embedding Generated by Deep Neural Network. | Korlan Rysbayeva, Romain Giot, Nicholas Journet |
| 2022 | A Hierarchical 3D Segmentation Model for Cone-Beam Computed Tomography Dental-Arch Scans. | Francesco Rundo, Carmelo Pino, Riccardo Emanuele Sarpietro, Concetto Spampinato, Federica Proietto Salanitri |
| 2022 | SARS-CoV-2 Induced Pneumonia Early Detection System Based on Chest X-Ray Images Analysis by Jacobian-Regularized Deep Network. | Francesco Rundo, Carmelo Pino, Riccardo Emanuele Sarpietro, Concetto Spampinato |
| 2022 | Scene Aware Person Image Generation through Global Contextual Conditioning. | Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya, Umapada Pal, Michael Blumenstein |
| 2022 | SHERLock: Self-Supervised Hierarchical Event Representation Learning. | S. Roychowdhury, Sumedh A. Sontakke, Laurent Itti, M. Sarkar, Milan Aggarwal, Pinkesh Badjatiya, Nikaash Puri, Balaji Krishnamurthy |
| 2022 | Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor. | Antonio Ros-Vila, Mara Alfaro-Contreras, Jose J. Valero-Mas, Jorge Calvo-Zaragoza |
| 2022 | Discriminative Neural Variational Model for Unbalanced Classification Tasks in Knowledge Graph. | Carlos Boned Riera, Oriol Ramos Terrades |
| 2022 | CorrLoss: Integrating Co-Occurrence Domain Knowledge for Affect Recognition. | Ines Rieger, Jaspar Pahl, Bettina Finzel, Ute Schmid |
| 2022 | Pain Detection in Biophysiological Signals: Transfer Learning from Short-Term to Long-Term Stimuli Based on Signal Segmentation. | Tobias Ricken, Peter Bellmann, Steffen Walter, Friedhelm Schwenker |
| 2022 | Towards the Automation of Wildfire Monitoring with Aerial Vehicles: The FIREFRONT Project. | Ricardo A. Ribeiro, Alexandre Bernardino, Gonalo Cruz, Diogo Silva, Lus Flix, Joo Caetano, Duarte Folgado, Joo Francisco, Nuno Simes, Carlos Viegas, Domingos Xavier Viegas, Houda Harkat, Jos M. P. Nascimento |
| 2022 | Gym-DC: A Distribution Centre Reinforcement Learning Environment. | Saeid Rezaei, Federico Toffano, Kenneth N. Brown |
| 2022 | Automated Image Processing for Remote Sensing Data Classification. | Marco Reggiannini, Oscar Papini, Gabriele Pieri |
| 2022 | A novel pattern-based edit distance for automatic log parsing. | Maxime Raynal, Marc-Olivier Buob, Georges Qunot |
| 2022 | ISD-QA: Iterative Distillation of Commonsense Knowledge from General Language Models for Unsupervised Question Answering. | Priyadharsini Ramamurthy, Sathyanarayanan N. Aakur |
| 2022 | Backdoors in Neural Models of Source Code. | Goutham Ramakrishnan, Aws Albarghouthi |
| 2022 | Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups. | Sreeraj Ramachandran, Ajita Rattani |
| 2022 | Arbitrary Shape Text Detection using Transformers. | Zobeir Raisi, Georges Younes, John S. Zelek |
| 2022 | Pretrained Equivariant Features Improve Unsupervised Landmark Discovery. | Rahul Rahaman, Atin Ghosh, Alexandre H. Thiery |
| 2022 | Unsteady Flow Field Prediction: Understanding the Dynamics in an Intuitive Physics Way. | Xiyao Qu, Zijing Liu, Wei An, Hongqiang Lyu, Xuejun Liu |
| 2022 | Enhancing Robustness in Federated Learning by Supervised Anomaly Detection. | Pengrui Quan, Wei-Han Lee, Mudhakar Srivatsa, Mani B. Srivastava |