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Search results for python robustness
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130 search results found
Assuda
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10
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation (ICCV 2021; Oral)
Reliability Checklist
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10
NLP tool for wide-range model reliability evaluations
Negative Label Smoothing
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10
[ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"
Noisify
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10
A simple library for adding noise to data.
Nips 2018 Adversarial Vision Challenge
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10
Code, documents, and deployment configuration files, related to our participation in the 2018 NIPS Adversarial Vision Challenge "Robust Model Track"
Psemix
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10
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE-TMI 2024)
Robustgec
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10
Code & Data for our Paper "RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation" (EMNLP 2023)
Sa_dnn
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10
Sensitivity Analysis of Deep Neural Networks (AAAI-19 paper)
Sa_dqn
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10
[NeurIPS 2020, Spotlight] State-Adversarial DQN (SA-DQN) for robust deep reinforcement learning
Fedchar
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9
[UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition
Stable Gym
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9
This package contains several gymnasium environments with positive definite cost functions, designed for compatibility with stable RL agents.
Mimdepth
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9
Image Masking for Robust Self-Supervised Monocular Depth Estimation, accepted at ICRA 2023
Stereoscopic Universal Perturbations
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9
PyTorch Implementation of Stereoscopic Universal Perturbations across Different Architectures and Datasets (CVPR 2022)
Me Ada
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8
"Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness" (NeurIPS 2020).
Structural Graph Shifts
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8
Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts (NeurIPS 2023)
Explabox
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8
Explore/examine/explain/expose your model with the explabox!
Hybrid_augment
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7
[ICCV 2023] HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness
Robtest
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7
Source code for ACL 2023 Findings paper "From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework"
In N Out
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7
Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"
Virny
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7
An in-depth performance profiling library for machine learning models
Spn Asi
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7
Sum-Product Networks (SPNs) for Robust Automatic Speaker Identification.
Cascading Failure Learning
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7
The relevant data and codes of our ISCAS2022 work "Predicting Onset Time of Cascading Failure in Power Systems Using A Neural Network-based Classifier".
Apart
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6
Overfitting or Underfitting? Understand Robustness Drop in Adversarial Training
Fedrbn
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6
[AAAI'23] Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning
Sa_ppo
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6
[NeurIPS 2020 Spotlight] State-adversarial PPO for robust deep reinforcement learning
Glot
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5
Global-Local Regularization Via Distributional Robustness (AISTATS 2023)
Humor Detection
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5
A Systematic Investigation of Transferability and Robustness of Humor Detection Models
Calibrated Bert Fine Tuning
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5
Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data
Composite Adv
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5
[CVPR23] "Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations" by Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, and Tsung-Yi Ho.
Solution For Aisafety Cvpr2022
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5
A Simple and Effective Solution For AISafety CVPR2022, ranked 5th
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