AISys Lab (softsys4ai)

AISys Lab

softsys4ai

Geek Repo

Artificial Intelligence and Systems Laboratory

Location:UofSC

Home Page:https://pooyanjamshidi.github.io/AISys/

Twitter:@pooyanjamshidi

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AISys Lab's repositories

athena

Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks

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unicorn

A Framework for Reasoning about System Performance using Causal AI

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FlexiBO

FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks

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differentiable-proving

Code and data for the paper "Pretrained Language Models are Symbolic Mathematics Solvers too!", arXiv:2110.03501

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care

A framework for debugging configuration bugs in robotic systems.

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Reval

Reval is an open-source framework to evaluate the performance of Robotics platforms.

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cure

Causal Understanding and Remediation for Enhancing Robot Performance

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Multi-Sense-Rescuer

Audio-Visual navigation to multiple sound-emitting destinations

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network-traffic-optimization

optimizes LSTM hyperparameters for network traffic

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perfBugMiner

A github mining project for performance issues

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CL-Robustness

A comprehensive study to compare the robustness of contrastive and supervised contrastive with standard supervised learning under different adversarial training scenarios

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visualization

We use this repo to polish our ability in designing pretty diagrams for papers, posters, thesis and so on. We plan to do the practice and meet periodically. The resulting designs will be collected into appropriate libraries for future reuse.

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CAMEO

Causal Multi-Environment Optimization for Configurable Systems Performance

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NAS

Neual network Architecture search

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NF-Game

Game as neurofeedback treatment

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PerfBoost-Change-Point-Detection

MongoDB performance analysis and change points detection

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project-athena

This is the course project for CSCE585. Students will build their machine learning systems based on the provided infrastructure --- Athena.

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robustness-gym

Robustness Gym is an evaluation toolkit for machine learning.

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