Seminar

Boosting Lying Posture Classification with Transfer Learning
Boosting Lying Posture Classification with Transfer Learning

Enhancement of accuracy for wrist-worn sensor based lying posture classification via transfer learning

Jun 10, 2022
Optimizations in Sparse Coding
Optimizations in Sparse Coding

Optimization Algorithms to begin with Sparse Coding.

Apr 22, 2022
Recent Techniques in Semi-Supervised Learning
Recent Techniques in Semi-Supervised Learning

Exploring traditional GAN and semi-supervised GAN and identify key dissimilarities

Sep 27, 2021
SNR- Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning
SNR- Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning

Finding the best structure of a Multi-task Learning Network given a set of related/unrelated tasks

Aug 16, 2021
Which Tasks Should Be Learned Together in Multi-task Learning?
Which Tasks Should Be Learned Together in Multi-task Learning?

Task relation assessment and setting MTL parameters according to task groups

Jun 21, 2021
Anywidth Network
Anywidth Network

Modulate the width of the network efficiently

May 17, 2021
Paper Review: Attention is All You Need.
Paper Review: Attention is All You Need.

Apr 5, 2021
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis

Mar 1, 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Jan 11, 2021
U-Net: Convolutional Networks for Biomedical Image Segmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation

Dec 9, 2020