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A unified evaluation framework for large language models
Created
2023-06-13
259 commits to main branch, last one 3 months ago
A Toolbox for Adversarial Robustness Research
Created
2018-11-29
309 commits to master branch, last one 2 years ago
关于domain generalization,domain adaptation,causality,robutness,prompt,optimization,generative model各式各样研究的阅读笔记
Created
2021-06-23
97 commits to main branch, last one about a year ago
Corruption and Perturbation Robustness (ICLR 2019)
Created
2018-04-06
74 commits to master branch, last one 2 years ago
Benchmarking Generalized Out-of-Distribution Detection
Created
2021-11-29
723 commits to main branch, last one 5 days ago
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
anomaly
awesome
open-set
open-world
robustness
awesome-lists
ood-detection
ood-robustness
anomaly-detection
novelty-detection
outlier-detection
ood-generalization
distribution-shifts
open-world-learning
out-of-distribution
open-set-recognition
out-of-distribution-detection
out-of-distribution-robustness
out-of-distribution-generalization
Created
2023-08-07
77 commits to main branch, last one about a month ago
A curated (most recent) list of resources for Learning with Noisy Labels
Created
2021-04-14
138 commits to main branch, last one 2 months ago
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
Created
2023-03-20
150 commits to main branch, last one 6 months ago
PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
Created
2021-08-04
521 commits to main branch, last one 15 days ago
A Harder ImageNet Test Set (CVPR 2021)
Created
2019-06-10
16 commits to master branch, last one 3 years ago
Raising the Cost of Malicious AI-Powered Image Editing
Created
2022-11-03
13 commits to main branch, last one about a year ago
Code and information for face image quality assessment with SER-FIQ
Created
2020-03-24
59 commits to master branch, last one 2 years ago
A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
Created
2022-01-09
50 commits to main branch, last one 6 months ago
Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training
Created
2023-03-28
8 commits to master branch, last one 9 months ago
Adversarial attacks and defenses on Graph Neural Networks.
Created
2019-08-12
47 commits to master branch, last one about a year ago
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
646 commits to master branch, last one a day ago
Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)
Created
2021-06-04
94 commits to master branch, last one 4 months ago
EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.
Created
2022-02-22
44 commits to main branch, last one 5 months ago
Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"
Created
2020-01-17
33 commits to master branch, last one 3 years ago
💡 Adversarial attacks on explanations and how to defend them
Created
2020-07-30
124 commits to master branch, last one 21 days ago
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
Created
2020-03-02
24 commits to master branch, last one 8 months ago
[NeurIPS 2023] RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions
Created
2022-12-16
273 commits to main branch, last one 9 months ago
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
Created
2019-06-10
15 commits to master branch, last one 3 years ago
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
142 commits to main branch, last one 2 days ago
ImageNet-R(endition) and DeepAugment (ICCV 2021)
Created
2020-02-28
20 commits to master branch, last one 3 years ago
alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, and 2024)
Created
2021-06-29
39 commits to main branch, last one 26 days ago
Extend python lists operations using .NET's LINQ syntax for clean and fast coding.
Created
2018-04-26
58 commits to master branch, last one about a year ago
A preliminary evaluation of ChatGPT/GPT-4 for machine translation.
Created
2023-01-18
131 commits to main branch, last one about a year ago
A new test set for ImageNet
Created
2019-02-12
9 commits to master branch, last one about a year ago
Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings".
Created
2019-12-20
12 commits to master branch, last one 4 years ago