Danilo P. Mandic

1. AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
   2023/01/29 by Haohe Liu, Zehua Chen, Liu, Haohe +13 · 120 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
2. BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis
   2022/05/30 by Yichong Leng, Zehua Chen, Leng, Yichong +21 · 9 citations
   Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
3. FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications
   2024/03/18 by Thanos Konstantinidis, Konstantinidis, Thanos, Giorgos Iacovides +7 · 10 citations
   Decision Sciences · Economics, Econometrics and Finance · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Economics and business #Financial Markets and Investment Strategies #Machine Learning (cs.LG) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR)
4. Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion
   2018/09/07 by Longhao Yuan, Chao Li, Yuan, Longhao +7 · 4 citations
   Engineering · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
5. Graph Signal Processing -- Part I: Graphs, Graph Spectra, and Spectral Clustering
   2019/07/08 by Ljubiša Stanković, Danilo P. Mandic, Stankovic, Ljubisa +9 · 4 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Graph Theory and Algorithms #Information Theory (cs.IT) #Signal Processing (eess.SP) #Topological and Geometric Data Analysis #electronic engineering #information engineering
6. Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks
   2022/07/18 by Chuang Liu, Xueqi Ma, Liu, Chuang +13 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
7. Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting
   2023/05/30 by Andrea Cini, Danilo P. Mandic, Cini, Andrea +3 · 4 citations
   Computer Science · #Time Series Analysis and Forecasting #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference
8. Hearables: Multimodal physiological in-ear sensing
   2016/09/12 by Valentin Goverdovsky, Goverdovsky, Valentin, Wilhelm von Rosenberg +13 · 2 citations
   Computer Science · Engineering · Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Physical sciences #Gaze Tracking and Assistive Technology #Medical Physics (physics.med-ph) #Non-Invasive Vital Sign Monitoring
9. ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech
   2022/12/30 by Zehua Chen, Chen, Zehua, Yihan Wu +21 · 3 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
10. InferGrad: Improving Diffusion Models for Vocoder by Considering Inference in Training
    2022/02/08 by Zehua Chen, Chen, Zehua, Xu Tan +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
11. Multivariate Multiscale Entropy Analysis
    2012/02/01 by Mosabber Uddin Ahmed, Danilo P. Mandic · 1 citation
12. TensorGPT: Efficient Compression of Large Language Models based on Tensor-Train Decomposition
    2023/07/02 by Mingxue Xu, Yao Xu, Xu, Mingxue +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning in Healthcare #Neural and Evolutionary Computing (cs.NE) #Numerical Analysis (math.NA) #Topic Modeling
13. Compression and Interpretability of Deep Neural Networks via Tucker Tensor Layer: From First Principles to Tensor Valued Back-Propagation
    2019/03/14 by Giuseppe G. Calvi, Calvi, Giuseppe G., Ahmad Moniri +7 · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Signal Processing (eess.SP) #Tensor decomposition and applications #electronic engineering #information engineering
14. Dynamic Portfolio Cuts: A Spectral Approach to Graph-Theoretic Diversification
    2021/06/07 by Álvaro Arroyo, Arroyo, Alvaro, Bruno Scalzo +5 · 1 citation
    Economics, Econometrics and Finance · Neuroscience · Physics and Astronomy · #Complex Network Analysis Techniques #Complex Systems and Time Series Analysis #FOS: Economics and business #FOS: Electrical engineering #Functional Brain Connectivity Studies #Portfolio Management (q-fin.PM) #Signal Processing (eess.SP) #electronic engineering #information engineering
15. Convolutional Neural Networks Demystified: A Matched Filtering Perspective Based Tutorial
    2021/08/26 by Ljubiša Stanković, Stankovic, Ljubisa, Danilo P. Mandic +1 · 1 citation
    Computer Science · Physics and Astronomy · #Neural Networks and Applications #Image and Signal Denoising Methods #Model Reduction and Neural Networks
16. Relational Conformal Prediction for Correlated Time Series
    2025/02/13 by Andrea Cini, Alexander Jenkins, Cini, Andrea +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
17. Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning
    2024/05/11 by Danilo Comminiello, Comminiello, Danilo, Eleonora Grassucci +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cellular Automata and Applications #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Fractal and DNA sequence analysis #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
18. Online Graph Topology Learning via Time-Vertex Adaptive Filters: From Theory to Cardiac Fibrillation
    2024/11/03 by Alexander Jenkins, Jenkins, Alexander, Thiernithi Variddhisaï +7 · 1 citation
    Computer Science · Medicine · #Advanced Graph Neural Networks #Data Stream Mining Techniques #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
19. Tensor Star Tensor Decomposition and Its Applications to Higher-order Compression and Completion
    2024/03/15 by Wuyang Zhou, Yu‐Bang Zheng, Zhou, Wuyang +5 · 1 citation
    Computer Science · #Computational Physics and Python Applications #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Signal Processing (eess.SP) #electronic engineering #information engineering