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aat-cifar10

Adversarial Example Detection and Classification with Asymmetrical Adversarial Training

absa-bert-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

absent

AAAI2020 accepted paper: ABSent: Cross-Lingual Sentence Representation Mapping with Limited Parallel Data

acl-gan

Unpaired Image-to-Image Translation using Adversarial Consistency Loss, ECCV 2020

acl2019-odee

This is the code for our ACL 2019 paper "Open Domain Event Extraction Using Neural Latent Variable Models"

acl_neurips20

Adversarial Contrastive Learning: Harvesting More Robustness from Unsupervised Pre-Training

acme

A library of reinforcement learning components and agents

active-passive-losses

Code for ICML2020 paper [“Normalized Loss Functions for Deep Learning with Noisy Labels"] https://arxiv.org/abs/2006.13554

ad-drop

adabelief-optimizer

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

adamp

Slowing Down the Weight Norm Increase in Momentum-based Optimizers

adapter-bert

adaptive-quantization-modules

Code for "Online Learned Continual Compression with Adaptive Quantization Modules"

adaptive-span

Adaptive Attention Span in Transformers

ade-code

adversarial-learning-robustness

Contains materials for workshops pertaining to adversarial robustness in deep learning.

adversarial-recommender-systems-survey

adversarial-robustness-public

Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients"

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

adversarial_lipschitz_regularization

Adversarial Lipschitz Regularization

adversarylosslandscape

The code for NeurIPS 20 Paper "On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them"

advsoft

Language Model Baselines for PyTorch

agent-pro

The Code Repo for Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization

agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

agieval

agilerl

Streamlining reinforcement learning with RLOps

ai-research-keyphrase-extraction

EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)

ai-security-and-privacy-events

A curated list of academic events on AI Security & Privacy

aichallenger2018_machinereadingcomprehension

AI Challenger 2018 观点型问题阅读理解 复赛第8名 解决方案 (8th place of AI Challenger 2018 MRC)

airdialogue