suinleelab / cxr_advLinks
Repository for the paper "An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs"
☆19Updated 6 years ago
Alternatives and similar repositories for cxr_adv
Users that are interested in cxr_adv are comparing it to the libraries listed below
Sorting:
- Starter code for the CellSignal NeurIPS 2019 competition.☆45Updated 7 months ago
- Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch☆93Updated 2 years ago
- Mutual Information Neural Estimator implemented in Tensorflow☆47Updated 7 years ago
- Tools for training explainable models using attribution priors.☆125Updated 4 years ago
- ☆72Updated 5 years ago
- Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow☆220Updated 5 years ago
- A regular Tiramisu network for PyTorch with a LOT of extra features!☆42Updated 4 years ago
- Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyT…☆226Updated 5 years ago
- Code for ICML 2018 paper on "Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam" by Khan, Nielsen, Tangkaratt, Lin, …☆112Updated 7 years ago
- B-LRP is the repository for the paper How Much Can I Trust You? — Quantifying Uncertainties in Explaining Neural Networks☆18Updated 3 years ago
- Model Patching: Closing the Subgroup Performance Gap with Data Augmentation☆42Updated 5 years ago
- [NeurIPS'19] [PyTorch] Adaptive Regularization in NN☆68Updated 6 years ago
- Roto-reflection equivariant CNNs for Keras as presented in B. S. Veeling, J. Linmans, J. Winkens, T. Cohen, M. Welling. "Rotation Equivar…☆86Updated 6 years ago
- This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip…☆79Updated 4 years ago
- Implementations of quasi-hyperbolic optimization algorithms.☆102Updated 5 years ago
- Implementation of Layerwise Relevance Propagation for heatmapping "deep" layers☆98Updated 7 years ago
- Implementation of the Sliced Wasserstein Autoencoders☆92Updated 7 years ago
- Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" ht…☆128Updated 4 years ago
- Implementation of Conditionally Shifted Neurons by Munkhdalai et al. (https://arxiv.org/pdf/1712.09926.pdf)☆28Updated 7 years ago
- Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses☆194Updated 2 years ago
- Repository with code for paper "Inhibited Softmax for Uncertainty Estimation in Neural Networks"☆25Updated 6 years ago
- TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".☆87Updated 3 years ago
- Implementation of "GANs for Biological Image Synthesis"☆95Updated 8 years ago
- An implementation of MixMatch with PyTorch☆36Updated 4 years ago
- Official repository for "Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps".☆34Updated 6 years ago
- ☆57Updated 5 years ago
- Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands☆113Updated 5 years ago
- Smooth Loss Functions for Deep Top-k Classification☆259Updated 4 years ago
- ☆61Updated 2 years ago
- This repository tries to provide unsupervised deep learning models with Pytorch☆90Updated 8 years ago