Interpreting neural networks via the STREAK algorithm (streaming weak submodular maximization)
☆23Oct 20, 2017Updated 8 years ago
Alternatives and similar repositories for streak
Users that are interested in streak are comparing it to the libraries listed below
Sorting:
- Interpretation of Neural Network is Fragile☆36May 1, 2024Updated last year
- Implementation of accurate coresets for known problems from the field of machine learning.☆11Nov 21, 2019Updated 6 years ago
- This repository contains binaries for the multiple teacher approach to learning differential private ML models: https://arxiv.org/abs/161…☆10Nov 16, 2016Updated 9 years ago
- Content Addressable Memory using dimensionality reduction☆13Apr 22, 2017Updated 8 years ago
- Quantifying Interpretability of Arbitrary Machine Learning Models Through Functional Decomposition☆16Nov 26, 2019Updated 6 years ago
- ☆10Jul 12, 2017Updated 8 years ago
- Code for LDLForests☆20Oct 4, 2018Updated 7 years ago
- Deep Manifold Traversal☆14Nov 14, 2016Updated 9 years ago
- TensorFlow and Numpy implementation of sparsemax☆15Dec 22, 2019Updated 6 years ago
- A tool to visualize convolutional layer activations on an input image.☆17Oct 23, 2019Updated 6 years ago
- Analogs of Linguistic Structure in Deep Representations☆19Jul 27, 2017Updated 8 years ago
- Interpolate and extrapolate video frames using cGAN☆37Dec 13, 2016Updated 9 years ago
- Residual LSTM for sanskrit text generation☆19May 2, 2018Updated 7 years ago
- Code for our paper "CliqueCNN: Deep Unsupervised Exemplar Learning" https://arxiv.org/abs/1608.08792☆22Nov 10, 2017Updated 8 years ago
- Implementation of the approach described in "Understanding deep features with computer-generated imagery" , M. Aubry and B. Russell, ICCV…☆21Aug 15, 2023Updated 2 years ago
- code for paper Decoupling "when to update" from "how to update" [https://arxiv.org/abs/1706.02613]☆22Nov 16, 2017Updated 8 years ago
- This repository contains the code for the paper "Few-Shot Learning Through an Information Retrieval Lens". Eleni Triantafillou, Richard Z…☆25Dec 15, 2017Updated 8 years ago
- The official PyTorch Implementation of the Paper "Adversarial Visual Robustness by Causal Intervention"☆18Oct 6, 2021Updated 4 years ago
- A framework to identify relations between ideas in temporal text corpora.☆28Apr 2, 2018Updated 7 years ago
- DelugeNets: Deep Networks with Efficient and Flexible Cross-layer Information Inflows☆26Mar 20, 2017Updated 8 years ago
- Related materials for robust and explainable machine learning☆48Jan 29, 2018Updated 8 years ago
- Implement most common semantic segmentation algorithms☆26Sep 29, 2017Updated 8 years ago
- A bare-bones NumPy implementation of "Multimodal Neural Language Models" (Kiros et al, ICML 2014)☆57Feb 28, 2017Updated 9 years ago
- FALKON implementation used in the experimental section of "FALKON: An Optimal Large Scale Kernel Method"☆30Oct 15, 2020Updated 5 years ago
- Video-to-video style transfer using convolutional neural networks☆27Dec 8, 2016Updated 9 years ago
- Code to accompany "A Neural Framework for Generalized Topic Models"☆67Oct 31, 2018Updated 7 years ago
- 2020秋季可视化兴趣小组☆10Mar 22, 2021Updated 4 years ago
- Implementation of "Domain-adaptive deep network compression", ICCV 2017☆28Jul 12, 2018Updated 7 years ago
- Library for statistical testing and comparison of algorithm results☆17Jul 10, 2025Updated 7 months ago
- Prediction Explanations Clustering☆10Oct 19, 2023Updated 2 years ago
- Facial-Expression Recognition with Deep Neural Networks☆10Mar 6, 2016Updated 9 years ago
- Programming Assignment Project for Information Visualization Course on University of Chinese Academy of Sciences☆12Mar 10, 2017Updated 8 years ago
- Implementing (parts of) TensorFlow (almost) from Scratch☆30Jul 7, 2017Updated 8 years ago
- Circumventing the defense in "Ensemble Adversarial Training: Attacks and Defenses"☆38Feb 19, 2018Updated 8 years ago
- Lattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling☆36Jan 30, 2018Updated 8 years ago
- Simple Summary of CNN Architecture☆34Aug 28, 2018Updated 7 years ago
- Code for reproducing the results from "CrAM: A Compression-Aware Minimizer" accepted at ICLR 2023☆10Mar 1, 2023Updated 3 years ago
- ☆11Feb 16, 2021Updated 5 years ago
- Replication materials for "Algorithmic decision making and the cost of fairness," by Corbett-Davies et al.☆11Jun 1, 2017Updated 8 years ago