| 07/22/2022 |
WCCI IJCNN |
Paper Presentation |
Privacy-Enhancement for Cloud-Based Few-Shot Learning |
| 06/15/2022 |
UNC Charlotte |
Dissertation Talk |
Rethinking Few-Shot Learning for Speech, Privacy and Continual Learning |
| 05/30/2022 |
ESWC KGCW |
Paper Presentation |
Transformation of Node to Knowledge Graph Embeddings for Faster Link Prediction |
| 04/13/2022 |
DSBA 6156 |
Guest Lecture |
Neural Networks |
| 04/01/2022 |
NSF/Intel MLWinS |
Research Talk |
Privacy-Enhanced Few-Shot Learning |
| 03/25/2022 |
GRS 2022 |
Research Talk |
Privacy-Protected Facial Recognition |
| 03/13/2022 |
ICMLT 2022 |
Paper Presentation |
Few-Shot Keyword Spotting With Prototypical Networks |
| 08/04/2021 |
Wells Fargo |
Paper Presentation |
Pruning Attention Heads of Transformer Model Using A* Search |
| 03/12/2021 |
GRS 2021 |
Research Talk |
Enabling Smart Voice-Assistants to Recognize User-defined Commands from Few Samples |
| 03/10/2021 |
ITCS 5152 |
Guest Lecture |
Few-Shot Image Classification |
| 02/16/2021 |
UNC Charlotte |
ML Group |
Approaches to Few-Shot Learning |
| 02/06/2020 |
UNC Charlotte |
ML Group |
Few-Shot Detection Via Feature Reweighting |
| 10/30/2019 |
UNC Charlotte |
ML Group |
Meta-Learning for Semi-Supervised Few-Shot Classification |
| 10/16/2019 |
UNC Charlotte |
ML Group |
K for the Price of 1: Parameter Efficient Multi-task & Transfer Learning |
| 04/11/2019 |
ITCS 6156 |
Guest Lecture |
Convolutional Neural Networks |
| 03/14/2019 |
UNC Charlotte |
ML Group |
Model Agnostic Meta-Learning for Fast Adaptation of Deep Neural Networks |
| 02/11/2019 |
UNC Charlotte |
ML Group |
Prototypical Networks for Few-Shot Learning |
| 09/10/2018 |
UNC Charlotte |
ML Group |
LSTM: A Search Space Odyssey |
| 08/20/2018 |
MUD3 KDD |
Paper Presentation |
Deep Learning Based Urban Analytics Program: Applications to Traffic Flow and Modelling |