Yash Sharma's repositories
ssl_identifiability
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style
EAD_Attack
EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples
Split-Brain-Autoencoder
Implemented Split-Brain Autoencoder by Zhang et al.
8-bit-processor
8-bit processor implemented in Verilog with assembler/linker coded in C++
Pairs_Trading
Implementation of a Multiple Pairs Trading Strategy in R
nlp_adversarial_examples
Implementation code for the paper "Generating Natural Language Adversarial Examples"
cl-ica
Code for the paper "Contrastive Learning Inverts the Data Generating Process".
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
DeepBayes
Code release for the ICML 2019 paper "Are generative classifiers more robust to adversarial attacks?"
mma_training
Code for the paper "MMA Training: Direct Input Space Margin Maximization through Adversarial Training"
object-centric-representation-benchmark
Code, data and benchmark from the paper "Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences".
polldentifyalgorithm
Algorithms used for polldentify
slow_disentanglement
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding
SSD-Traffic
Single Shot MultiBox Detector in TensorFlow
ZOO-Attack
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks