| 2020 | Unsupervised Change Detection Using Joint Autoencoders for Age-Related Macular Degeneration Progression. | Guillaume Dupont, Ekaterina Kalinicheva, Jrmie Sublime, Florence Rossant, Michel Pques |
| 2020 | Bilinear Models for Machine Learning. | Tayssir Doghri, Leszek Szczecinski, Jacob Benesty, Amar Mitiche |
| 2020 | Short Text Processing for Analyzing User Portraits: A Dynamic Combination. | Zhengping Ding, Chen Yan, Chunli Liu, Jianrui Ji, Yezheng Liu |
| 2020 | Compressing Genomic Sequences by Using Deep Learning. | Wenwen Cui, Zhaoyang Yu, Zhuangzhuang Liu, Gang Wang, Xiaoguang Liu |
| 2020 | Modelling Neuromodulated Information Flow and Energetic Consumption at Thalamic Relay Synapses. | Mireille Conrad, Renaud B. Jolivet |
| 2020 | GAN-Based Planning Model in Deep Reinforcement Learning. | Song Chen, Junpeng Jiang, Xiaofang Zhang, Jin-Jin Wu, Gongzheng Lu |
| 2020 | Fine-Grained Channel Pruning for Deep Residual Neural Networks. | Siang Chen, Kai Huang, Dongliang Xiong, Bowen Li, Luc Claesen |
| 2020 | Permutation Learning in Convolutional Neural Networks for Time-Series Analysis. | Gavneet Singh Chadha, Jinwoo Kim, Andreas Schwung, Steven X. Ding |
| 2020 | Few-Shot Learning for Medical Image Classification. | Aihua Cai, Wenxin Hu, Jun Zheng |
| 2020 | Obstacles to Depth Compression of Neural Networks. | Will Burstein, John Wilmes |
| 2020 | Exploration via Progress-Driven Intrinsic Rewards. | Nicolas Bougie, Ryutaro Ichise |
| 2020 | Collaborative Clustering Through Optimal Transport. | Fatima Ezzahraa Ben Bouazza, Youns Bennani, Gunal Cabanes, Abdelfettah Touzani |
| 2020 | A Fast Algorithm to Find Best Matching Units in Self-Organizing Maps. | Yann Bernard, Nicolas Hueber, Bernard Girau |
| 2020 | Attention Based Mechanism for Load Time Series Forecasting: AN-LSTM. | Jatin Bedi |
| 2020 | Computational Analysis of Robustness in Neural Network Classifiers. | Iveta Beckov, Stefan Pcos, Igor Farkas |
| 2020 | Hopfield Networks for Vector Quantization. | Christian Bauckhage, Rajkumar Ramamurthy, Rafet Sifa |
| 2020 | Unsupervised Learning of Spatio-Temporal Receptive Fields from an Event-Based Vision Sensor. | Thomas Barbier, Cline Teulire, Jochen Triesch |
| 2020 | Tumor Characterization Using Unsupervised Learning of Mathematical Relations Within Breast Cancer Data. | Cristian Axenie, Daria Kurz |
| 2020 | Convex Density Constraints for Computing Plausible Counterfactual Explanations. | Andr Artelt, Barbara Hammer |
| 2020 | Deep and Wide Neural Networks Covariance Estimation. | Argimiro Arratia, Alejandra Cabaa, Jos Rafael Len |
| 2020 | Learning Tn5 Sequence Bias from ATAC-seq on Naked Chromatin. | Meshal Ansari, David S. Fischer, Fabian J. Theis |
| 2020 | Variational Autoencoder with Global- and Medium Timescale Auxiliaries for Emotion Recognition from Speech. | Hussam Almotlak, Cornelius Weber, Leyuan Qu, Stefan Wermter |
| 2020 | Wavelet U-Net for Medical Image Segmentation. | Ying Li, Yu Wang, Tuo Leng, Zhijie Wen |
| 2020 | Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases. | Henrique Lemos, Pedro H. C. Avelar, Marcelo O. R. Prates, Artur S. d'Avila Garcez, Lus C. Lamb |
| 2019 | Neural Poetry: Learning to Generate Poems Using Syllables. | Andrea Zugarini, Stefano Melacci, Marco Maggini |