| 2019 | Identifying Misaligned Spans in Parallel Corpora Using Change Point Detection. | Andrea Pagotto, Patrick Littell, Yunli Wang, Cyril Goutte |
| 2019 | Compression Improves Image Classification Accuracy. | Nnamdi Ozah, Antonina Kolokolova |
| 2019 | Efficient Sequence Labeling with Actor-Critic Training. | Saeed Najafi, Colin Cherry, Grzegorz Kondrak |
| 2019 | Discrete-Event Systems for Modelling Decision-Making in Human Motor Control. | Richard Hugh Moulton |
| 2019 | Event Prediction in Social Graphs Using 1-Dimensional Convolutional Neural Network. | Bonaventure C. Molokwu |
| 2019 | Predicting Commentaries on a Financial Report with Recurrent Neural Networks. | Karim El Mokhtari, John Maidens, Ayse Bener |
| 2019 | Artificial Intelligence-Based Latency Estimation for Distributed Systems. | Shady A. Mohammed |
| 2019 | Machine Translation on a Parallel Code-Switched Corpus. | Mohamed Amine Menacer, David Langlois, Denis Jouvet, Dominique Fohr, Odile Mella, Kamel Smali |
| 2019 | Inter and Intra Document Attention for Depression Risk Assessment. | Diego Maupom, Marc Queudot, Marie-Jean Meurs |
| 2019 | Automatic Generation of Video Game Character Images Using Augmented Structure-and-Style Networks. | Matthew T. Mann, Howard J. Hamilton |
| 2019 | Generating Accurate Virtual Examples for Lifelong Machine Learning. | Sazia Mahfuz |
| 2019 | Solving Influence Diagrams with Simple Propagation. | Anders L. Madsen, Cory J. Butz, Jhonatan de S. Oliveira, Andr E. dos Santos |
| 2019 | Self-training for Cell Segmentation and Counting. | Junliang Luo, Sageev Oore, Paul Hollensen, Alan Fine, Thomas Trappenberg |
| 2019 | An Experiment for Background Subtraction in a Dynamic Scene. | Ting-Yuan Lin, Jeng-Sheng Yeh, Fu-Che Wu, Yung-Yu Chuang, Andrew Dellinger |
| 2019 | Enhanced Collaborative Filtering Through User-Item Subgroups, Particle Swarm Optimization and Fuzzy C-Means. | Ayangleima Laishram, Vineet Padmanabhan |
| 2019 | Mitigating Overfitting Using Regularization to Defend Networks Against Adversarial Examples. | Yoshimasa Kubo, Thomas Trappenberg |
| 2019 | Sparseout: Controlling Sparsity in Deep Networks. | Najeeb Khan, Ian Stavness |
| 2019 | Neural Prediction of Patient Needs in an Ovarian Cancer Online Discussion Forum. | Hyeju Jang, Young Ji Lee, Giuseppe Carenini, Raymond T. Ng, Grace Campbell, Kendall Ho |
| 2019 | Safe Policy Learning with Constrained Return Variance. | Arushi Jain |
| 2019 | Weaving Information Propagation: Modeling the Way Information Spreads in Document Collections. | Charles Huyghues-Despointes, Leila Khouas, Julien Velcin, Sabine Loudcher |
| 2019 | A Deep Learning Approach for Diagnosing Long QT Syndrome Without Measuring QT Interval. | Habib Hajimolahoseini, Damian P. Redfearn, Andrew Krahn |
| 2019 | TextKD-GAN: Text Generation Using Knowledge Distillation and Generative Adversarial Networks. | Md. Akmal Haidar, Mehdi Rezagholizadeh |
| 2019 | Collaborative Clustering Approach Based on Dempster-Shafer Theory for Bag-of-Visual-Words Codebook Generation. | Sabrine Hafdhellaoui, Yaakoub Boualleg, Mohamed Farah |
| 2019 | Weakly Supervised, Data-Driven Acquisition of Rules for Open Information Extraction. | Fabrizio Gotti, Philippe Langlais |
| 2019 | Principal Sample Analysis for Data Ranking. | Benyamin Ghojogh |