Recent & Upcoming Talks

2022

Grad-CAM for Interpreting DNN Model Decisions

Neural networks have a bad reputations as they are treated like black boxes and lack interpretations on the results they make. Grad-CAM can slightly interprete what is driving the model to make a decision.

Jul 22, 2022 12:00 PM — 12:30 PM Online (Zoom)

Asiful Arefeen

Grad-CAM for Interpreting DNN Model Decisions

Boosting Lying Posture Classification with Transfer Learning

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

Jun 10, 2022 12:00 PM — 12:30 PM Zoom (Online)

Asiful Arefeen

Boosting Lying Posture Classification with Transfer Learning

Optimizations in Sparse Coding

Optimization Algorithms to begin with Sparse Coding.

Apr 22, 2022 12:00 PM — 1:00 PM Zoom

Asiful Arefeen

Optimizations in Sparse Coding

2021

Variational Autoencoder

Brief explanation on variational autoencoder mechanism and comparison with traditional autoencoder.

Nov 29, 2021 4:00 PM — 5:00 PM Zoom

Asiful Arefeen

Variational Autoencoder

Recent Techniques in Semi-Supervised Learning

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

Sep 27, 2021 4:00 PM — 5:00 PM Zoom

Asiful Arefeen

Recent Techniques in Semi-Supervised 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 3:00 PM — 4:00 PM Zoom

Asiful Arefeen

SNR- Sub-Network Routing for Flexible Parameter Sharing 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 3:00 PM — 3:30 PM Zoom

Asiful Arefeen

Anywidth Network

Modulate the width of the network efficiently

May 17, 2021 3:00 PM — 3:30 PM Zoom

Asiful Arefeen

Paper Review: Attention is All You Need.

Apr 5, 2021 10:00 PM — 10:30 PM Online (Zoom)

Asiful Arefeen

Paper Review: Attention is All You Need.

Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis

Mar 1, 2021 11:00 PM — 11:30 PM Zoom

Asiful Arefeen

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Jan 11, 2021 3:00 PM

Asiful Arefeen

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

2020

U-Net: Convolutional Networks for Biomedical Image Segmentation

Dec 9, 2020 9:00 AM

Asiful Arefeen

U-Net: Convolutional Networks for Biomedical Image Segmentation

Social and competition stress detection with wristband physiological signals

Sep 9, 2020 12:00 PM — 12:00 PM

Asiful Arefeen