| 2022 | Score-based Image-to-Image Regression with Synchronized Diffusion. | Hao Xin, Michael Yu Zhu |
| 2022 | Extending Rapid Class Augmentation to a YOLOv3 Object Detection Architecture. | Hanna E. Witzgall |
| 2022 | Self-Supervised Transformer Networks for Error Classification of Tightening Traces. | Dennis Bogatov Wilkman, Lifei Tang, Kateryna Morozovska, Federica Bragone |
| 2022 | Learning Non-linear White-box Predictors: A Use Case in Energy Systems. | Sandra Wilfling, Masoud Ebrahimi, Qamar Alfalouji, Gerald Schweiger, Mina Basirat |
| 2022 | Approximate Orthogonal Spectral Autoencoders for Community Analysis in Social Networks. | Scott Wahl, John Sheppard |
| 2022 | Predicting MXene Properties via Machine Learning. | Eric W. Vertina, N. Aaron Deskins, Emily Sutherland, Oren Mangoubi |
| 2022 | Learning Task-independent Joint Control for Robotic Manipulators with Reinforcement Learning and Curriculum Learning. | Lars Vhrens, Daniel Dez lvarez, Ulrich Berger, Simon Bgh |
| 2022 | Novel Adversarial Defense Techniques for White-Box Attacks. | Jason Van Tuinen, Aditya Ranganath, Goran Konjevod, Mukesh Singhal, Roummel F. Marcia |
| 2022 | Automatic Key Information Extraction from Visually Rich Documents. | Charles De Trogoff, Rim Hantach, Gisela Lechuga, Philippe Calvez |
| 2022 | Adversarial Attacks on Speech Separation Systems. | Kendrick Trinh, Melody Moh, Teng-Sheng Moh |
| 2022 | Hyperparameter Tuning in Offline Reinforcement Learning. | Andrew Tittaferrante, Abdulsalam Yassine |
| 2022 | Benchmarking Offline Reinforcement Learning. | Andrew Tittaferrante, Abdulsalam Yassine |
| 2022 | Feature Extraction for Out of Distribution Detection via Self-Supervised Learning. | Claire Thorp, Sean Sisti, Walter D. Bennette |
| 2022 | A scalable solution to AlphaZero based Redundancy Analysis for semiconductor chips. | Helik Kanti Thacker, Sairam Jujjarapu, Adrita Barari, Damini, Paulami Das, Sudhanshu Gupta, Akhilesh Sudhir Patankar, Keerthi Kiran Jagannathachar, Deokgu Yoon |
| 2022 | Connecting the Semantic Dots: Zero-shot Learning with Self-Aligning Autoencoders and a New Contrastive-Loss for Negative Sampling. | Mohammed Terry-Jack, Nikolai Rozanov |
| 2022 | Self-Supervised Learning in the Twilight of Noisy Real-World Datasets. | Atharva Tendle, Andrew Little, Stephen D. Scott, Mohammad Rashedul Hasan |
| 2022 | Cost-effective Models for Detecting Depression from Speech. | Mashrura Tasnim, Jekaterina Novikova |
| 2022 | Soil Moisture Estimation Using Hyperspectral Imagery Based on Metric Learning. | Bo Tang, Weiwei Xie, Qingmin Meng, Robert J. Moorhead, Gary Feng |
| 2022 | TranSQL: A Transformer-based Model for Classifying SQL Queries. | Shirin Tahmasebi, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin |
| 2022 | Predicting Customer Churn in Retailing. | Dirar Sweidan, Ulf Johansson, Anders Gidenstam, Beatrice Alenljung |
| 2022 | CCVAE: A Variational Autoencoder for Handling Censored Covariates. | Caroline Svahn, Oleg Sysoev |
| 2022 | Unsupervised Anomaly Detection and Root Cause Analysis for an Industrial Press Machine based on Skip-Connected Autoencoder. | Chenwei Sun, Martin Trat, Janek Bender, Jivka Ovtcharova, George Jeppesen, Jan Br |
| 2022 | Utilizing Explainable AI for improving the Performance of Neural Networks. | Huawei Sun, Lorenzo Servadei, Hao Feng, Michael Stephan, Avik Santra, Robert Wille |
| 2022 | Individualized Conditioning and Negative Distances for Speaker Separation. | Tao Sun, Nidal Abuhajar, Shuyu Gong, Zhewei Wang, Charles D. Smith, Xianhui Wang, Li Xu, Jundong Liu |
| 2022 | Automatic Sleep Stage Classification with Optimized Selection of EEG Channels. | Hkon Stenwig, Andrs Felipe Soler, Junya Furuki, Yoko Suzuki, Takashi Abe, Marta Molinas |