ysharma1126

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

caad_18

CAAD 2018 winning submissions

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

nips2017_adversarial_competition

nlp_adversarial_examples

Implementation code for the paper "Generating Natural Language Adversarial Examples"

adversarial_genattack

Asuisstant

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

Coffee_Can_Radar

concept_graphs

Deep_Learning_Assignments

DeepBayes

Code release for the ICML 2019 paper "Are generative classifiers more robust to adversarial attacks?"

frequency_determines_performance

Code for the paper: "No Zero-Shot Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance"

ibm-blockchain-hackathon-loans

identifiability_talk

Impossible-Game

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".

open_lm

A repository for research on medium sized language models.

polldentifyalgorithm

Algorithms used for polldentify

slow_disentanglement

Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding

Software_Eng_Project

SSD-Traffic

Single Shot MultiBox Detector in TensorFlow

ZOO-Attack

ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks