Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Hyper-GST: Predict Metro Passenger Flow Incorporating GraphSAGE, Hypergraph, Social-meaningful Edge Weights and Temporal Exploitation


Nov 09, 2022
Yuyang Miao, Yao Xu, Danilo Mandic

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Demystifying CNNs for Images by Matched Filters


Oct 16, 2022
Shengxi Li, Xinyi Zhao, Ljubisa Stankovic, Danilo Mandic

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks


Jul 19, 2022
Chuang Liu, Xueqi Ma, Yibing Zhan, Liang Ding, Dapeng Tao, Bo Du, Wenbin Hu, Danilo Mandic

Add code

* 29 pages, 27 figures, submitting to IEEE TNNLS 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Last-iterate convergence analysis of stochastic momentum methods for neural networks


May 30, 2022
Dongpo Xu, Jinlan Liu, Yinghua Lu, Jun Kong, Danilo Mandic

Add code

* 21pages, 4figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis


May 30, 2022
Yichong Leng, Zehua Chen, Junliang Guo, Haohe Liu, Jiawei Chen, Xu Tan, Danilo Mandic, Lei He, Xiang-Yang Li, Tao Qin, Sheng Zhao, Tie-Yan Liu

Add code

* Demo page: https://speechresearch.github.io/binauralgrad 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

InferGrad: Improving Diffusion Models for Vocoder by Considering Inference in Training


Feb 08, 2022
Zehua Chen, Xu Tan, Ke Wang, Shifeng Pan, Danilo Mandic, Lei He, Sheng Zhao

Add code

* 5 Pages, 2 figures. Accepted to ICASSP 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Bayesian autoregressive spectral estimation


Oct 05, 2021
Alejandro Cuevas, Sebastián López, Danilo Mandic, Felipe Tobar

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Convolutional Neural Networks Demystified: A Matched Filtering Perspective Based Tutorial


Aug 26, 2021
Ljubisa Stankovic, Danilo Mandic

Add code

* 21 pages, 9 figures. arXiv admin note: text overlap with arXiv:2108.10751 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach


Aug 23, 2021
Ljubisa Stankovic, Danilo Mandic

Add code

* 14 pages, 6 figures, 1 table 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
3
>>