A curated list of resources for using LLMs to develop more competitive grant applications.

[SOTA results in GOOD benchmark🚀] CIGA Implementation under GOOD Benchamrk

Image-Scaling Attacks and Defenses

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

An index of algorithms for learning causality with data

Papers about out-of-distribution generalization on graphs.

Official implementation of paper Gradient Matching for Domain Generalization

Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, and date/time expressed in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI. Partial support for NL, JA, KO, …

A curated list of adversarial attacks and defenses papers on graph-structured data.

OOD Dataset Curator and Benchmark for AI-aided Drug Discovery

Research repo for AI aided drug discovery, de novo drug development and related topics

Toy datasets to evaluate algorithms for domain generalization and invariance learning.

DomainBed is a suite to test domain generalization algorithms

NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

OpenDILab Decision AI in StarCraftII

Interpretable Evaluation for (Almost) All NLP Tasks

Python package for WikiMedia dump processing (Wiktionary, Wikipedia etc). Wikitext parsing, template expansion, Lua module execution. For data extraction, bulk syntax checking, error detection, and…

Book about interpretable machine learning

Implementations of QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II