2 citations · 4 across the 8 of their papers we have counts for
4 papers · 1 filter
MultiSChuBERT: Effective Multimodal Fusion for Scholarly Document Quality Prediction
Gideon Maillette de Buy Wenniger, Thomas van Dongen, Lambert Schomaker
Automatic assessment of the quality of scholarly documents is a difficult task with high potential impact. Multimodality, in particular the addition of visual information next to t…
Writer adaptation for offline text recognition: An exploration of neural network-based methods
Tobias van der Werff, Maruf A. Dhali, Lambert Schomaker
Handwriting recognition has seen significant success with the use of deep learning. However, a persistent shortcoming of neural networks is that they are not well-equipped to deal…
Reinforcement Learning in Robotic Motion Planning by Combined Experience-based Planning and Self-Imitation Learning
Sha Luo, Lambert Schomaker
High-quality and representative data is essential for both Imitation Learning (IL)- and Reinforcement Learning (RL)-based motion planning tasks. For real robots, it is challenging…
Fusion-S2iGan: An Efficient and Effective Single-Stage Framework for Speech-to-Image Generation
Zhenxing Zhang, Lambert Schomaker
The goal of a speech-to-image transform is to produce a photo-realistic picture directly from a speech signal. Recently, various studies have focused on this task and have achieved…