Recent & Upcoming Talks

2022

Recent Advances in Randomized Smoothing

2021

Trust Worthy AI -- Verified

2019

Analyzing a Block of Layers in Deep Neural Networks
Analyzing a Block of Layers in Deep Neural Networks
A Basket of Computer Vision Research Problems
Optimization Approach to a Block of Layers and Derivative Free Optimization

2018

Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input
High Order Tensor Formulation for Convolutional Sparse Coding

2017

FFTLasso; Large-Scale LASSO in the Fourier Domain

2016

Target Response Adaptation for Correlation Filter Tracking