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8-bit-processor

8-bit processor implemented in Verilog with assembler/linker coded in C++

adversarial_genattack

asuisstant

caad_18

CAAD 2018 winning submissions

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?"

ead_attack

EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples

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"

nips2017_adversarial_competition

nlp_adversarial_examples

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

object-centric-representation-benchmark

Code, data and benchmark from the paper "Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences".

pairs_trading

Implementation of a Multiple Pairs Trading Strategy in R

polldentifyalgorithm

Algorithms used for polldentify

slow_disentanglement

Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding

software_eng_project

split-brain-autoencoder

Implemented Split-Brain Autoencoder by Zhang et al.

ssd-traffic

Single Shot MultiBox Detector in TensorFlow

ssl_identifiability

Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style

zoo-attack

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