Dong, Jonathan
- DeepInverse: A Python package for solving imaging inverse problems with deep learning
2025/05/26 by Julián Tachella, Tachella, Julián, Matthieu Terris +50 · 16 citations
Mathematics · Computer Science · Engineering · #Statistical and numerical algorithms #Computational Physics and Python Applications #Sparse and Compressive Sensing Techniques
- Asymptotic Stability in Reservoir Computing
2022/06/07 by Jonathan Dong, Erik Börve, Dong, Jonathan +5 · 2 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
- Phasebook: A Survey of Selected Open Problems in Phase Retrieval
2025/05/21 by Allain, Marc, Aslan, Selin, Coene, Wim +13 · 4 citations
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC)
- Detection and Positive Reconstruction of Cognitive Distortion sentences: Mandarin Dataset and Evaluation
2024/05/24 by Shuya Lin, Lin, Shuya, Yu-Xiong Wang +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Comparison of Reservoir Computing topologies using the Recurrent Kernel approach
2024/01/25 by Giuseppe Alessio D’Inverno, D'Inverno, Giuseppe Alessio, Jonathan Dong +1 · 2 citations
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Energy Load and Power Forecasting #Machine Learning and ELM
- Bayesian Inversion for Nonlinear Imaging Models using Deep Generative\n Priors
2022/03/18 by Pakshal Bohra, Bohra, Pakshal, Thanh-an Pham +5 · 1 citation
Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #Advanced X-ray Imaging Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Seismic Imaging and Inversion Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
- Structured Random Model for Fast and Robust Phase Retrieval
2024/09/09 by Zhiyuan Hu, Hu, Zhiyuan, Julián Tachella +5 · 4 citations
Physics and Astronomy · #Advanced X-ray Imaging Techniques #FOS: Physical sciences #Optics (physics.optics)