109 results found Sort:

microsoft
promptbench microsoft
172
2.2k
mit
21
A unified evaluation framework for large language models
prompt chatgpt benchmark evaluation robustness prompt-engineering adversarial-attacks large-language-models
Created 2023-06-13
239 commits to main branch, last one 5 days ago
BorealisAI
advertorch BorealisAI
192
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
98
1.1k
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 5 months ago
hendrycks
robustness hendrycks
145
974
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 about a year ago
Jingkang50
OpenOOD Jingkang50
91
777
mit
8
Benchmarking Generalized Out-of-Distribution Detection
robustness anomaly-detection novelty-detection outlier-detection open-set-recognition out-of-distribution-detection
Created 2021-11-29
688 commits to main branch, last one 3 months ago
weijiaheng
Advances-in-Label-Noise-Learning weijiaheng
57
624
unknown
14
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
134 commits to main branch, last one 3 months ago
DmitryRyumin
INTERSPEECH-2023-Papers DmitryRyumin
41
593
mit
87
INTERSPEECH 2023 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023 conference. Explore the latest advances in speech and language processing. Code inc...
asr prosody acoustic adaptation robustness interspeech transmission audio-signals speech-coding speech-analysis lexical-analysis speech-synthesis language-modeling signal-processing speech-production speech-technology speech-recognition linguistic-analysis machine-translation self-supervised-learning
Created 2023-06-26
840 commits to main branch, last one 13 days ago
hendrycks
natural-adv-examples hendrycks
51
576
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
huytransformer
Awesome-Out-Of-Distribution-Detection huytransformer
58
564
cc0-1.0
34
A professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc for Out-of-distribution detection, robustness, and generalization
ood awesome open-world robustness awesome-list ood-detection distribution-shift ood-generalization out-of-distribution out-of-distribution-detection out-of-distribution-generalization
Created 2023-08-07
63 commits to main branch, last one about a month ago
utiasDSL
safe-control-gym utiasDSL
115
536
mit
9
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
512 commits to main branch, last one 17 days ago
jxzhangjhu
Awesome-LLM-Uncertainty-Reliability-Robustness jxzhangjhu
37
535
mit
22
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
148 commits to main branch, last one 2 days ago
MadryLab
photoguard MadryLab
40
532
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
88
509
unknown
11
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
41
425
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
48 commits to main branch, last one 8 months ago
diffusion-classifier
diffusion-classifier diffusion-classifier
21
357
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 3 months ago
ChandlerBang
awesome-graph-attack-papers ChandlerBang
29
349
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 11 months ago
clovaai
assembled-cnn clovaai
41
329
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
bethgelab
model-vs-human bethgelab
43
323
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
93 commits to master branch, last one 3 months ago
alibaba
easyrobust alibaba
39
313
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
43 commits to main branch, last one about a month ago
MinghuiChen43
awesome-trustworthy-deep-learning MinghuiChen43
32
291
mit
12
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
594 commits to master branch, last one a day ago
hbaniecki
adversarial-explainable-ai hbaniecki
42
281
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 2 months ago
Verified-Intelligence
auto_LiRPA Verified-Intelligence
65
265
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 about a month ago
hendrycks
ss-ood hendrycks
31
263
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
31
247
unknown
19
[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 3 months ago
avilum
linqit avilum
14
245
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
hendrycks
imagenet-r hendrycks
15
244
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 2 years ago
wxjiao
Is-ChatGPT-A-Good-Translator wxjiao
16
231
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 7 months ago
modestyachts
ImageNetV2 modestyachts
21
225
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
29
215
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
Verified-Intelligence
alpha-beta-CROWN Verified-Intelligence
46
212
other
13
alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, and 2023)
robustness neural-networks adversarial-examples adversarial-robustness robustness-verification neural-network-verification
Created 2021-06-29
34 commits to main branch, last one 9 days ago