TooTouch / WhiteBox-Part1Links
In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)
☆40Updated 5 years ago
Alternatives and similar repositories for WhiteBox-Part1
Users that are interested in WhiteBox-Part1 are comparing it to the libraries listed below
Sorting:
- Class Activation Map(CAM) with Pytorch☆66Updated 5 years ago
- Supervised NN for pre-training. with group normalization and weight standardization☆30Updated 5 years ago
- Implementation of Layerwise Relevance Propagation for heatmapping "deep" layers☆99Updated 7 years ago
- A list of papers on Active Learning and Uncertainty Estimation for Neural Networks.☆66Updated 5 years ago
- Outlier Exposure with Confidence Control for Out-of-Distribution Detection☆71Updated 4 years ago
- Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning☆95Updated 5 years ago
- This repository is for coding exercises listed in Book Hands on One Shot Learning.☆112Updated 2 years ago
- The state-of-the-art algorithms on CIFAR-10 dataset in PyTorch☆59Updated 6 years ago
- Multi-task learning for image classification implemented in PyTorch.☆98Updated 6 years ago
- code for "DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification"☆51Updated 6 years ago
- TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution …☆45Updated 3 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆48Updated 3 years ago
- Official implementation of "Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning"☆155Updated 4 years ago
- This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip…☆78Updated 3 years ago
- Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"☆82Updated last year
- The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks☆118Updated 5 years ago
- Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf☆103Updated 4 years ago
- Code for the paper "M2m: Imbalanced Classification via Major-to-minor Translation" (CVPR 2020)☆95Updated 3 years ago
- the re-implementation of Score CAM with pytorch☆53Updated 5 years ago
- PyTorch implementation of ICLR 2018 paper Learn To Pay Attention (and some modification)☆168Updated 4 years ago
- TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".☆86Updated 3 years ago
- Multi-label Classification using PyTorch on the CelebA dataset.☆25Updated 5 years ago
- Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.☆132Updated 5 years ago
- PyTorch Implementation of Contrastive Predictive Coding for image recognition, based on research papers https://arxiv.org/abs/1807.03748 …☆81Updated 5 years ago
- SpinalNet: Deep Neural Network with Gradual Input☆177Updated last year
- AAAI 2021: Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels☆23Updated 4 years ago
- Differentiable Data Augmentation Library☆123Updated 3 years ago
- Uncertainty in Deep Learning Papers☆34Updated 3 years ago
- A pytorch dataset sampler for always sampling balanced batches.☆116Updated 4 years ago
- ☆83Updated last year