Recent & Upcoming Talks

2022

Offline and Online Computationally Budgeted Continual Learning
Dec 6, 2022 12:00 AM — 12:00 AM San Jose, California
Offline and Online Computationally Budgeted Continual Learning
Deep Certification: From Empirical Robustness to Advances in Randomized Smoothing
Nov 16, 2022 12:00 AM — 12:00 AM Zoom
Deep Certification: From Empirical Robustness to Advances in Randomized Smoothing
From Recent Advances in Video Understanding to Blind Spots in Deep Networks
Sep 26, 2022 12:00 AM — 12:00 AM Amman, Jordan
Slides
From Recent Advances in Video Understanding to Blind Spots in Deep Networks
CRG Talks -- Challenges in Offline and Online Continual Learning
Sep 21, 2022 12:00 AM — 12:00 AM Thuwal, Saudi Arabia
Slides
CRG Talks -- Challenges in Offline and Online Continual Learning
Generalized Certification Theory
Sep 20, 2022 12:00 AM — 12:00 AM Thuwal, Saudi Arabia
Slides
Generalized Certification Theory
Computer Vision and Machine Learning; Introduction, Applications, and Challenges
Feb 4, 2022 12:00 AM — 12:00 AM Worcester College, Oxford University
Video
Computer Vision and Machine Learning; Introduction, Applications, and Challenges
Recent Advances in Randomized Smoothing
Jan 30, 2022 12:00 AM — Jul 31, 2022 12:00 AM Zoom
Slides
Recent Advances in Randomized Smoothing

2021

Trust Worthy AI -- Verified
Jun 24, 2021 12:00 AM — 12:00 AM Zoom
Trust Worthy AI -- Verified

2020

From Adversarial Robustness to Randomized Smoothing
Dec 1, 2020 12:00 AM — Feb 1, 2020 12:00 AM Zoom
Video
From Adversarial Robustness to Randomized Smoothing

2019

Analyzing a Block of Layers in Deep Neural Networks
Dec 16, 2019 12:00 AM — 12:00 AM Amsterdam, Netherlands
Slides
Analyzing a Block of Layers in Deep Neural Networks
Analyzing a Block of Layers in Deep Neural Networks
Dec 2, 2019 12:00 AM — 12:00 AM Zurich, Switzerland
Slides
Analyzing a Block of Layers in Deep Neural Networks
A Basket of Computer Vision Research Problems
Aug 7, 2019 12:00 AM — Aug 9, 2019 12:00 AM Dead Sea, Jordan
Slides Video
A Basket of Computer Vision Research Problems
Optimization Approach to a Block of Layers and Derivative Free Optimization
Jul 7, 2019 12:00 AM — Jul 9, 2019 12:00 AM Odessa, Ukraine
Slides Video
Optimization Approach to a Block of Layers and Derivative Free Optimization

2018

Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input
Jun 18, 2018 12:00 AM — Jun 22, 2018 12:00 AM Salt Lake City, Utah, USA
Slides Video
Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input
High Order Tensor Formulation for Convolutional Sparse Coding
Feb 5, 2018 12:00 AM — Feb 7, 2018 12:00 AM Thuwal, Saudi Arabia
Video
High Order Tensor Formulation for Convolutional Sparse Coding

2017

FFTLasso; Large-Scale LASSO in the Fourier Domain
Jul 26, 2017 12:00 AM — Jul 27, 2016 12:00 AM Honolulu, Hawaii, USA
Slides Video
FFTLasso; Large-Scale LASSO in the Fourier Domain

2016

Target Response Adaptation for Correlation Filter Tracking
Oct 1, 2016 1:00 PM — Oct 2, 2016 1:00 PM Amsterdam, The Netherlands
Slides Video
Target Response Adaptation for Correlation Filter Tracking