Topic: robustness Goto Github
Some thing interesting about robustness
Some thing interesting about robustness
robustness,EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.
Organization: alibaba
robustness,Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
User: ashafahi
Home Page: https://arxiv.org/abs/1904.12843
robustness,Extend python lists operations using .NET's LINQ syntax for clean and fast coding.
User: avilum
robustness,Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)
Organization: bethgelab
Home Page: https://openreview.net/forum?id=QkljT4mrfs
robustness,Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
Organization: bethgelab
Home Page: https://arxiv.org/abs/1907.07484
robustness,A Toolbox for Adversarial Robustness Research
Organization: borealisai
robustness,Adversarial attacks and defenses on Graph Neural Networks.
User: chandlerbang
robustness,Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"
Organization: clovaai
robustness,Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training
Organization: diffusion-classifier
Home Page: http://diffusion-classifier.github.io/
robustness,ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
User: echo-ji
robustness,Fiddler Auditor is a tool to evaluate language models.
Organization: fiddler-labs
robustness,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).
Organization: freedomintelligence
Home Page: https://drive.google.com/drive/folders/1vvmXnWRUu_4y9lI89Xh3SkrfBIrGt3RL?usp=sharing
robustness,📚 A curated list of papers & technical articles on AI Quality & Safety
Organization: giskard-ai
Home Page: https://giskard.ai
robustness,[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
User: gmh14
Home Page: http://www.mit.edu/~yuzhe/robnets.html
robustness,💡 Adversarial attacks on explanations and how to defend them
User: hbaniecki
Home Page: https://doi.org/10.1016/j.inffus.2024.102303
robustness,ImageNet-R(endition) and DeepAugment (ICCV 2021)
User: hendrycks
robustness,A Harder ImageNet Test Set (CVPR 2021)
User: hendrycks
robustness,Corruption and Perturbation Robustness (ICLR 2019)
User: hendrycks
robustness,Self-Supervised Learning for OOD Detection (NeurIPS 2019)
User: hendrycks
robustness,[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.
User: hila-chefer
robustness,Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings".
User: hugochan
robustness,Out-of-distribution detection, robustness, and generalization resources. The repository contains a professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc
User: huytransformer
robustness,Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296
User: jiachens
Home Page: https://sites.google.com/umich.edu/modelnet40c
robustness,Benchmarking Generalized Out-of-Distribution Detection
User: jingkang50
robustness,Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
User: jxzhangjhu
robustness,COBOL-like programming language that compiles to C++. With serious dinosaurs with neckties and briefcases 🦕💼
User: lartu
Home Page: https://www.ldpl-lang.org/
robustness,Benchmarking and Analyzing Point Cloud Perception Robustness under Corruptions
User: ldkong1205
Home Page: https://pointcloud-c.github.io/home
robustness,[NeurIPS 2023] RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions
User: ldkong1205
Home Page: https://ldkong.com/RoboDepth
robustness,Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates
User: lingkai-kong
robustness,Raising the Cost of Malicious AI-Powered Image Editing
Organization: madrylab
Home Page: https://gradientscience.org/photoguard/
robustness,A repository and benchmark for online test-time adaptation.
User: mariodoebler
robustness,Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]
User: max-andr
Home Page: https://arxiv.org/abs/1912.00049
robustness,A unified evaluation framework for large language models
Organization: microsoft
Home Page: http://aka.ms/promptbench
robustness,A curated list of trustworthy deep learning papers. Daily updating...
User: minghuichen43
robustness,A new test set for ImageNet
Organization: modestyachts
robustness,Code and information for face image quality assessment with SER-FIQ
User: pterhoer
robustness,Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)
User: safreita1
Home Page: https://graph-tiger.readthedocs.io
robustness,Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).
User: sayakpaul
Home Page: https://arxiv.org/abs/2105.07581
robustness,Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs
Organization: snap-stanford
robustness,Go library to create resilient feedback loop/control controllers.
Organization: spotahome
robustness,[ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"
Organization: ucsc-real
robustness,PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
Organization: utiasdsl
Home Page: https://www.dynsyslab.org/safe-robot-learning/
robustness,alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, and 2023)
Organization: verified-intelligence
robustness,auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
Organization: verified-intelligence
Home Page: https://arxiv.org/pdf/2002.12920
robustness,[CVPR 2022] S-attack library. Official implementation of two papers "Vehicle trajectory prediction works, but not everywhere" and "Are socially-aware trajectory prediction models really socially-aware?".
Organization: vita-epfl
robustness,A curated (most recent) list of resources for Learning with Noisy Labels
User: weijiaheng
robustness,A preliminary evaluation of ChatGPT/GPT-4 for machine translation.
User: wxjiao
robustness,关于domain generalization,domain adaptation,causality,robutness,prompt,optimization,generative model各式各样研究的阅读笔记
User: yfzhang114
robustness,[NeurIPS 2021]: Are Transformers More Robust Than CNNs? (Pytorch implementation & checkpoints)
User: ytongbai
robustness,A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
User: yuejiangliu
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