Topic: "robustness"
microsoft/promptbench
A unified evaluation framework for large language models
Language: Python - Size: 5.56 MB - Last synced at: about 14 hours ago - Pushed at: 2 days ago - Stars: 2,598 - Forks: 191
BorealisAI/advertorch
A Toolbox for Adversarial Robustness Research
Language: Jupyter Notebook - Size: 8.19 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 1,332 - Forks: 198
yfzhang114/Generalization-Causality
关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记
Size: 269 KB - Last synced at: 26 days ago - Pushed at: over 1 year ago - Stars: 1,195 - Forks: 102
hendrycks/robustness
Corruption and Perturbation Robustness (ICLR 2019)
Language: Python - Size: 72.8 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 1,061 - Forks: 149
huytransformer/Awesome-Out-Of-Distribution-Detection
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
Size: 451 KB - Last synced at: 4 days ago - Pushed at: about 1 month ago - Stars: 905 - Forks: 75
Jingkang50/OpenOOD
Benchmarking Generalized Out-of-Distribution Detection
Language: Python - Size: 78.4 MB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 849 - Forks: 107
jxzhangjhu/Awesome-LLM-Uncertainty-Reliability-Robustness
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
Size: 168 KB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 741 - Forks: 49
utiasDSL/safe-control-gym
PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
Language: Python - Size: 208 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 702 - Forks: 139
weijiaheng/Advances-in-Label-Noise-Learning
A curated (most recent) list of resources for Learning with Noisy Labels
Size: 528 KB - Last synced at: 16 days ago - Pushed at: 6 months ago - Stars: 684 - Forks: 62
hendrycks/natural-adv-examples
A Harder ImageNet Test Set (CVPR 2021)
Language: Python - Size: 2.1 MB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 603 - Forks: 52
MadryLab/photoguard
Raising the Cost of Malicious AI-Powered Image Editing
Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 589 - Forks: 48
pterhoer/FaceImageQuality
Code and information for face image quality assessment with SER-FIQ
Language: Python - Size: 68.3 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 552 - Forks: 91
YuejiangLIU/awesome-source-free-test-time-adaptation
A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
Size: 43 KB - Last synced at: 7 days ago - Pushed at: 10 months ago - Stars: 493 - Forks: 47
ChandlerBang/awesome-graph-attack-papers
Adversarial attacks and defenses on Graph Neural Networks.
Size: 90.8 KB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 380 - Forks: 31
MinghuiChen43/awesome-trustworthy-deep-learning
A curated list of trustworthy deep learning papers. Daily updating...
Size: 7.55 MB - Last synced at: 6 days ago - Pushed at: 12 days ago - Stars: 364 - Forks: 35
EnnengYang/Awesome-Model-Merging-Methods-Theories-Applications
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
Size: 1.45 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 357 - Forks: 16
bethgelab/model-vs-human
Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)
Language: Python - Size: 26.1 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 343 - Forks: 54
clovaai/assembled-cnn
Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"
Language: Python - Size: 3.81 MB - Last synced at: 13 days ago - Pushed at: about 4 years ago - Stars: 327 - Forks: 41
alibaba/easyrobust
EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.
Language: Jupyter Notebook - Size: 19 MB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 324 - Forks: 37
hbaniecki/adversarial-explainable-ai
💡 Adversarial attacks on explanations and how to defend them
Size: 2.62 MB - Last synced at: 26 days ago - Pushed at: 5 months ago - Stars: 314 - Forks: 48
diffusion-classifier/diffusion-classifier
Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training
Language: Python - Size: 736 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 308 - Forks: 16
Verified-Intelligence/auto_LiRPA
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
Language: Python - Size: 33.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 299 - Forks: 84
ldkong1205/RoboDepth
[NeurIPS 2023] RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions
Language: Python - Size: 98 MB - Last synced at: 24 days ago - Pushed at: about 1 year ago - Stars: 274 - Forks: 32
hendrycks/ss-ood
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
Language: Python - Size: 8.11 MB - Last synced at: 8 days ago - Pushed at: almost 4 years ago - Stars: 266 - Forks: 30
hendrycks/imagenet-r
ImageNet-R(endition) and DeepAugment (ICCV 2021)
Language: Python - Size: 14.5 MB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 263 - Forks: 17
avilum/linqit
Extend python lists operations using .NET's LINQ syntax for clean and fast coding.
Language: Python - Size: 73.2 KB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 248 - Forks: 13
wxjiao/Is-ChatGPT-A-Good-Translator
A preliminary evaluation of ChatGPT/GPT-4 for machine translation.
Language: Python - Size: 1.03 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 244 - Forks: 16
modestyachts/ImageNetV2
A new test set for ImageNet
Language: Jupyter Notebook - Size: 120 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 224 - Forks: 21
jiachens/ModelNet40-C
Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296
Language: Python - Size: 25.9 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 205 - Forks: 25
Verified-Intelligence/alpha-beta-CROWN
alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, and 2023)
Language: Python - Size: 70.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 202 - Forks: 46
hugochan/IDGL
Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings".
Language: Python - Size: 10.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 198 - Forks: 28
mariodoebler/test-time-adaptation
A repository and benchmark for online test-time adaptation.
Language: Python - Size: 6.34 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 183 - Forks: 15
bethgelab/robust-detection-benchmark
Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
Language: Jupyter Notebook - Size: 29.3 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 181 - Forks: 24
fiddler-labs/fiddler-auditor
Fiddler Auditor is a tool to evaluate language models.
Language: Python - Size: 1.73 MB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 178 - Forks: 20
Giskard-AI/awesome-ai-safety
📚 A curated list of papers & technical articles on AI Quality & Safety
Size: 64.5 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 177 - Forks: 16
ytongbai/ViTs-vs-CNNs
[NeurIPS 2021]: Are Transformers More Robust Than CNNs? (Pytorch implementation & checkpoints)
Language: Python - Size: 1.96 MB - Last synced at: 19 days ago - Pushed at: over 3 years ago - Stars: 177 - Forks: 10
ashafahi/free_adv_train
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
Language: Python - Size: 48.8 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 170 - Forks: 30
Lartu/ldpl
COBOL-like programming language that compiles to C++. With serious dinosaurs with neckties and briefcases 🦕💼
Language: C++ - Size: 13.3 MB - Last synced at: 8 days ago - Pushed at: 5 months ago - Stars: 168 - Forks: 26
spotahome/gontroller
Go library to create resilient feedback loop/control controllers.
Language: Go - Size: 95.7 KB - Last synced at: 13 days ago - Pushed at: about 2 years ago - Stars: 162 - Forks: 16
Echo-Ji/ST-SSL
ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
Language: Python - Size: 14.9 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 158 - Forks: 29
ldkong1205/PointCloud-C
Benchmarking and Analyzing Point Cloud Perception Robustness under Corruptions
Language: Python - Size: 33.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 158 - Forks: 22
safreita1/TIGER
Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)
Language: Python - Size: 22.6 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 155 - Forks: 26
thu-ml/MMTrustEval
A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)
Language: Python - Size: 15.8 MB - Last synced at: 16 days ago - Pushed at: 26 days ago - Stars: 145 - Forks: 10
snap-stanford/GIB
Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs
Language: Jupyter Notebook - Size: 211 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 134 - Forks: 24
FreedomIntelligence/Evaluation-of-ChatGPT-on-Information-Extraction
An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).
Language: Python - Size: 761 KB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 132 - Forks: 11
max-andr/square-attack
Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]
Language: Python - Size: 12.5 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 128 - Forks: 24
hila-chefer/RobustViT
[NeurIPS 2022] Official PyTorch implementation of Optimizing Relevance Maps of Vision Transformers Improves Robustness. This code allows to finetune the explainability maps of Vision Transformers to enhance robustness.
Language: Jupyter Notebook - Size: 16.6 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 127 - Forks: 13
sayakpaul/robustness-vit
Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).
Language: Jupyter Notebook - Size: 4.22 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 126 - Forks: 18
gmh14/RobNets
[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
Language: Python - Size: 324 KB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 123 - Forks: 15
weitianxin/awesome-distribution-shift
A curated list of papers and resources about the distribution shift in machine learning.
Size: 593 KB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 114 - Forks: 9
vita-epfl/s-attack
[CVPR 2025] Official implementation of three papers "Certified Human Trajectory Prediction", "Vehicle trajectory prediction works, but not everywhere", and "Are socially-aware trajectory prediction models really socially-aware?".
Language: Python - Size: 108 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 106 - Forks: 16
ShawnXYang/Face-Robustness-Benchmark
An adversarial robustness evaluation library on face recognition.
Language: Python - Size: 19.5 MB - Last synced at: 12 days ago - Pushed at: almost 2 years ago - Stars: 106 - Forks: 15
sato-team/Stable-Text-to-Motion-Framework
SATO: Stable Text-to-Motion Framework
Language: Jupyter Notebook - Size: 146 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 101 - Forks: 4
kirill-vish/Beyond-INet
Code for experiments for "ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy"
Language: Python - Size: 130 MB - Last synced at: 15 days ago - Pushed at: 7 months ago - Stars: 101 - Forks: 6
hendrycks/pre-training
Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)
Language: Python - Size: 63.8 MB - Last synced at: 12 days ago - Pushed at: about 3 years ago - Stars: 100 - Forks: 18
rgeirhos/shortcut-perspective
Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)
Language: Python - Size: 22.1 MB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 97 - Forks: 14
johnno1962/Fortify
Making Swift more robust
Language: Swift - Size: 33.2 KB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 94 - Forks: 6
Lingkai-Kong/SDE-Net
Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates
Language: Python - Size: 1.02 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 93 - Forks: 17
khyox/recentrifuge
Recentrifuge: robust comparative analysis and contamination removal for metagenomics
Language: Python - Size: 13.9 MB - Last synced at: 16 days ago - Pushed at: about 1 month ago - Stars: 91 - Forks: 7
holistic-ai/holisticai
This is an open-source tool to assess and improve the trustworthiness of AI systems.
Language: Jupyter Notebook - Size: 90.3 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 89 - Forks: 23
tml-epfl/understanding-fast-adv-training
Understanding and Improving Fast Adversarial Training [NeurIPS 2020]
Language: Python - Size: 1.47 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 88 - Forks: 10
huanzhang12/CROWN-IBP
Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).
Language: Python - Size: 88.9 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 87 - Forks: 13
yfzhang114/AdaNPC
This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.
Language: Python - Size: 463 KB - Last synced at: 21 days ago - Pushed at: about 1 year ago - Stars: 85 - Forks: 7
AI-secure/VeriGauge
A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]
Language: C - Size: 16.2 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 85 - Forks: 6
MinghuiChen43/CIL-ReID
Benchmarks for Corruption Invariant Person Re-identification. [NeurIPS 2021 Track on Datasets and Benchmarks]
Language: Python - Size: 10.6 MB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 84 - Forks: 16
yangarbiter/robust-local-lipschitz
A Closer Look at Accuracy vs. Robustness
Language: Python - Size: 112 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 83 - Forks: 14
weijiaheng/Robust-f-divergence-measures
[ICLR2021] Official Pytorch implementation of "When Optimizing f-Divergence is Robust with Label noise"
Language: Python - Size: 82.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 80 - Forks: 21
JerryX1110/RPCMVOS
[AAAI22 Oral] Reliable Propagation-Correction Modulation for Video Object Segmentation
Language: Python - Size: 395 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 79 - Forks: 11
AakashKumarNain/AugMix_TF2
TF2.0 port for Augmix paper
Language: Python - Size: 55.7 KB - Last synced at: 21 days ago - Pushed at: about 5 years ago - Stars: 79 - Forks: 11
xxxnell/spatial-smoothing
(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.
Language: Python - Size: 17.4 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 77 - Forks: 7
sohyun-l/fifo
[CVPR 2022 Oral, Best Paper Finalist] Official PyTorch implementation of FIFO
Language: Python - Size: 211 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 76 - Forks: 18
iCGY96/APR
[ICCV 2021] Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain
Language: Python - Size: 4.36 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 75 - Forks: 9
xinw1012/cycle-confusion
Code and models for ICCV2021 paper "Robust Object Detection via Instance-Level Temporal Cycle Confusion".
Language: Python - Size: 277 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 74 - Forks: 5
UCSC-REAL/negative-label-smoothing
[ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"
Language: Python - Size: 337 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 73 - Forks: 9
OPTML-Group/Diffusion-MU-Attack
The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now". This work introduces one fast and effective attack method to evaluate the harmful-content generation ability of safety-driven unlearned diffusion models.
Language: Python - Size: 11.9 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 71 - Forks: 3
cambridge-mlg/DUN
Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
Language: Jupyter Notebook - Size: 34.8 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 71 - Forks: 11
sayakpaul/robustness-foundation-models
This repository holds code and other relevant files for the NeurIPS 2022 tutorial: Foundational Robustness of Foundation Models.
Language: Jupyter Notebook - Size: 6.48 MB - Last synced at: 21 days ago - Pushed at: over 2 years ago - Stars: 71 - Forks: 5
vita-epfl/causalmotion
[CVPR22] Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective
Language: Python - Size: 23.2 MB - Last synced at: 11 months ago - Pushed at: almost 3 years ago - Stars: 71 - Forks: 10
UCSC-VLAA/vllm-safety-benchmark
[ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"
Language: Python - Size: 3.17 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 70 - Forks: 3
gatheluck/FourierHeatmap
Unofficial pytorch implementation of Fourier Heat Map proposed in 'A Fourier Perspective on Model Robustness in Computer Vision' [Yin+, NeurIPS2019]
Language: Python - Size: 582 KB - Last synced at: 5 months ago - Pushed at: 12 months ago - Stars: 69 - Forks: 12
zhangchbin/OnlineLabelSmoothing
The official code for the paper "Delving Deep into Label Smoothing", IEEE TIP 2021
Language: Python - Size: 2.05 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 63 - Forks: 8
tml-epfl/llm-past-tense
Does Refusal Training in LLMs Generalize to the Past Tense? [ICLR 2025]
Language: Python - Size: 1.06 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 60 - Forks: 8
dongyp13/Adversarial-Distributional-Training
Adversarial Distributional Training (NeurIPS 2020)
Language: Python - Size: 195 KB - Last synced at: 9 months ago - Pushed at: about 4 years ago - Stars: 60 - Forks: 9
ChandlerBang/SimP-GCN
Implementation of the WSDM 2021 paper "Node Similarity Preserving Graph Convolutional Networks"
Language: Python - Size: 5.58 MB - Last synced at: 13 days ago - Pushed at: about 4 years ago - Stars: 60 - Forks: 13
jeremy313/non-iid-dataset-for-personalized-federated-learning
Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective".
Language: Python - Size: 5.86 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 60 - Forks: 21
shenwanxiang/ChemBench
MoleculeNet benchmark dataset & MolMapNet dataset
Language: HTML - Size: 126 MB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 59 - Forks: 17
camelop/NLP-Robustness
OOD Generalization and Detection (ACL 2020)
Language: Python - Size: 512 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 59 - Forks: 9
jiawei-ren/ModelNet-C
[ICML 2022] Benchmarking and Analyzing Point Cloud Classification under Corruptions https://arxiv.org/abs/2202.03377
Language: Python - Size: 23.1 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 58 - Forks: 3
deel-ai/oodeel
Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.
Language: Python - Size: 99.1 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 56 - Forks: 2
ChandlerBang/GTrans
[ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"
Language: Python - Size: 230 KB - Last synced at: 13 days ago - Pushed at: almost 2 years ago - Stars: 56 - Forks: 6
cassidylaidlaw/perceptual-advex
Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".
Language: Python - Size: 243 KB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 55 - Forks: 10
Xiaohao-Xu/SLAM-under-Perturbation
[ICLR 2025] Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video
Language: C++ - Size: 405 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 53 - Forks: 2
liupei101/PseMix
[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
Language: Python - Size: 43.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 53 - Forks: 4
uclaml/RayS
RayS: A Ray Searching Method for Hard-label Adversarial Attack (KDD2020)
Language: Python - Size: 5.52 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 53 - Forks: 5
amazon-science/recode
Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"
Language: Python - Size: 9.57 MB - Last synced at: 13 days ago - Pushed at: about 1 year ago - Stars: 52 - Forks: 6
dtak/adversarial-robustness-public
Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients"
Language: Jupyter Notebook - Size: 26 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 14
YyzHarry/ME-Net
[ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation
Language: Python - Size: 2.37 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 49 - Forks: 9
VITA-Group/ATMC
[NeurIPS'2019] Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu, “Model Compression with Adversarial Robustness: A Unified Optimization Framework”
Language: Python - Size: 50.6 MB - Last synced at: 1 day ago - Pushed at: over 3 years ago - Stars: 49 - Forks: 10
columbia/Metric_Learning_Adversarial_Robustness
Code for NeurIPS 2019 Paper
Language: Python - Size: 1010 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 48 - Forks: 8
supikiti/PNCC
A implementation of Power Normalized Cepstral Coefficients: PNCC
Language: Python - Size: 25.4 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 47 - Forks: 10
