122 results found Sort:

microsoft
promptbench microsoft
183
2.5k
mit
20
A unified evaluation framework for large language models
prompt chatgpt benchmark evaluation robustness prompt-engineering adversarial-attacks large-language-models
Created 2023-06-13
259 commits to main branch, last one 2 months ago
BorealisAI
advertorch BorealisAI
198
1.3k
lgpl-3.0
27
A Toolbox for Adversarial Robustness Research
pytorch toolbox security robustness benchmarking machine-learning adversarial-attacks adversarial-example adversarial-examples adversarial-learning adversarial-perturbations adversarial-machine-learning
Created 2018-11-29
309 commits to master branch, last one 2 years ago
yfzhang114
Generalization-Causality yfzhang114
101
1.2k
mit
48
关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记
causality adaptation robustness optimization deep-learning generative-model machine-learning
Created 2021-06-23
97 commits to main branch, last one 11 months ago
hendrycks
robustness hendrycks
145
1.0k
apache-2.0
14
Corruption and Perturbation Robustness (ICLR 2019)
pytorch imagenet ml-safety robustness deep-learning computer-vision machine-learning domain-generalization convolutional-neural-networks
Created 2018-04-06
74 commits to master branch, last one 2 years ago
Jingkang50
OpenOOD Jingkang50
111
871
mit
9
Benchmarking Generalized Out-of-Distribution Detection
robustness anomaly-detection novelty-detection outlier-detection open-set-recognition out-of-distribution-detection
Created 2021-11-29
721 commits to main branch, last one about a month ago
huytransformer
Awesome-Out-Of-Distribution-Detection huytransformer
67
815
cc0-1.0
37
Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc
ood awesome open-world robustness awesome-list ood-detection anomaly-detection novelty-detection outlier-detection distribution-shift ood-generalization openset-recognition out-of-distribution open-set-recognition out-of-distribution-detection out-of-distribution-generalization
Created 2023-08-07
77 commits to main branch, last one 11 hours ago
weijiaheng
Advances-in-Label-Noise-Learning weijiaheng
58
687
unknown
16
A curated (most recent) list of resources for Learning with Noisy Labels
paper conference noisy-data robustness label-noise noisy-labels deep-learning robust-learning unreliable-labels deep-neural-networks noisy-label-learning robust-machine-learning international-conference learning-with-label-noise learning-with-noisy-labels weakly-supervised-learning
Created 2021-04-14
138 commits to main branch, last one about a month ago
jxzhangjhu
Awesome-LLM-Uncertainty-Reliability-Robustness jxzhangjhu
48
674
mit
25
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
llms gpt-3 gpt-4 safety chatgpt prompting robustness calibration reliability awesome-list hallucination chain-of-thought prompt-engineering in-context-learning large-language-models uncertainty-estimation uncertainty-quantification
Created 2023-03-20
150 commits to main branch, last one 5 months ago
utiasDSL
safe-control-gym utiasDSL
132
634
mit
12
PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
gym casadi safety control cartpole pybullet robotics symbolic quadrotor quadcopter robustness reinforcement-learning
Created 2021-08-04
519 commits to main branch, last one 14 days ago
hendrycks
natural-adv-examples hendrycks
52
595
mit
12
A Harder ImageNet Test Set (CVPR 2021)
imagenet ml-safety robustness adversarial-attacks adversarial-example domain-generalization
Created 2019-06-10
16 commits to master branch, last one 3 years ago
MadryLab
photoguard MadryLab
45
565
mit
14
Raising the Cost of Malicious AI-Powered Image Editing
deepfakes robustness deep-learning computer-vision stable-diffusion adversarial-attacks adversarial-examples
Created 2022-11-03
13 commits to main branch, last one about a year ago
pterhoer
FaceImageQuality pterhoer
91
540
unknown
12
Code and information for face image quality assessment with SER-FIQ
face quality biometrics robustness computer-vision quality-metrics face-recognition machine-learning quality-measures quality-estimation
Created 2020-03-24
59 commits to master branch, last one 2 years ago
YuejiangLIU
awesome-source-free-test-time-adaptation YuejiangLIU
45
466
unknown
12
A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
robustness awesome-list domain-adaptation test-time-adaptation
Created 2022-01-09
50 commits to main branch, last one 5 months ago
diffusion-classifier
diffusion-classifier diffusion-classifier
30
415
unknown
16
Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training
elbo diffusion generative robustness monte-carlo bayes-theorem deep-learning classification computer-vision diffusion-models machine-learning generative-models zero-shot-learning supervised-learning zero-shot-classification
Created 2023-03-28
8 commits to master branch, last one 8 months ago
ChandlerBang
awesome-graph-attack-papers ChandlerBang
31
367
cc0-1.0
22
Adversarial attacks and defenses on Graph Neural Networks.
graph awesome defense robustness awesome-list deep-learning machine-learning literature-review adversarial-attacks adversarial-examples graph-neural-networks
Created 2019-08-12
47 commits to master branch, last one about a year ago
MinghuiChen43
awesome-trustworthy-deep-learning MinghuiChen43
34
345
mit
13
A curated list of trustworthy deep learning papers. Daily updating...
privacy backdoor fairness green-ai security causality ownership poisoning robustness uncertainty ai-alignment watermarking deep-learning hallucinations gradient-leakage machine-unlearning interpretable-deep-learning membership-inference-attack adversarial-machine-learning out-of-distribution-generalization
Created 2020-07-19
636 commits to master branch, last one a day ago
bethgelab
model-vs-human bethgelab
49
336
unknown
15
Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)
pytorch toolbox benchmark robustness tensorflow
Created 2021-06-04
94 commits to master branch, last one 3 months ago
clovaai
assembled-cnn clovaai
41
326
apache-2.0
21
Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"
mce food-101 imagenet robustness tensorflow deep-learning computer-vision transfer-learning image-classification inference-throughput convolutional-neural-networks
Created 2020-01-17
33 commits to master branch, last one 3 years ago
alibaba
easyrobust alibaba
36
325
apache-2.0
7
EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.
imagenet robustness deep-learning pretrained-models image-classification adversarial-robustness
Created 2022-02-22
44 commits to main branch, last one 4 months ago
hbaniecki
adversarial-explainable-ai hbaniecki
44
299
cc-by-sa-4.0
15
💡 Adversarial attacks on explanations and how to defend them
iml xai deep model attacks defense security evaluation robustness adversarial interpretable counterfactual explainability explainable-ai responsible-ai interpretability adversarial-attacks adversarial-examples adversarial-machine-learning interpretable-machine-learning
Created 2020-07-30
121 commits to master branch, last one 8 months ago
Verified-Intelligence
auto_LiRPA Verified-Intelligence
75
287
other
8
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
ibp-bounds robustness crown-bound adversarial-defense adversarial-examples robustness-verification certified-defense-models adversarial-machine-learning
Created 2020-03-02
24 commits to master branch, last one 7 months ago
hendrycks
ss-ood hendrycks
31
266
mit
8
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
ml-safety robustness uncertainty self-supervised self-supervised-learning out-of-distribution-detection
Created 2019-06-10
15 commits to master branch, last one 3 years ago
ldkong1205
RoboDepth ldkong1205
33
266
unknown
20
[NeurIPS 2023] RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions
robustness ood-detection depth-estimation autonomous-driving
Created 2022-12-16
273 commits to main branch, last one 8 months ago
hendrycks
imagenet-r hendrycks
18
255
mit
8
ImageNet-R(endition) and DeepAugment (ICCV 2021)
ml-safety robustness domain-adaptation out-of-distribution domain-generalization
Created 2020-02-28
20 commits to master branch, last one 3 years ago
avilum
linqit avilum
14
247
apache-2.0
13
Extend python lists operations using .NET's LINQ syntax for clean and fast coding.
linq clean csharp dotnet python syntax awesome filters python3 metadata powerful pythonic clean-code efficiency robustness lazy-loading metaprogramming batch-processing development-tools
Created 2018-04-26
58 commits to master branch, last one about a year ago
Verified-Intelligence
alpha-beta-CROWN Verified-Intelligence
60
244
other
14
alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, and 2024)
robustness neural-networks formal-verification adversarial-examples adversarial-robustness robustness-verification neural-network-verification
Created 2021-06-29
37 commits to main branch, last one 4 months ago
wxjiao
Is-ChatGPT-A-Good-Translator wxjiao
16
243
unknown
7
A preliminary evaluation of ChatGPT/GPT-4 for machine translation.
gpt-4 prompt chatgpt robustness translation multilingual pivot-translation
Created 2023-01-18
131 commits to main branch, last one about a year ago
modestyachts
ImageNetV2 modestyachts
27
242
mit
9
A new test set for ImageNet
dataset imagenet robustness overfitting generalization
Created 2019-02-12
9 commits to master branch, last one about a year ago
hugochan
IDGL hugochan
33
223
apache-2.0
8
Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings".
pytorch robustness deep-learning graph-learning graph-neural-networks
Created 2019-12-20
12 commits to master branch, last one 3 years ago
EnnengYang
Awesome-Model-Merging-Methods-Theories-Applications EnnengYang
10
218
unknown
4
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
llms robustness model-fusion meta-learning model-merging attack-defense generalization diffusion-models generative-model knowledge-fusion ensemble-learning few-shot-learning foundation-models transfer-learning continual-learning federated-learning zero-shot-learning multi-task-learning large-language-models multi-domain-learning
Created 2024-06-19
109 commits to main branch, last one 6 days ago