Explaining a black-box using Deep Variational Information Bottleneck Approach
☆46Oct 29, 2022Updated 3 years ago
Alternatives and similar repositories for VIBI
Users that are interested in VIBI are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of Deep Variational Information Bottleneck☆212Mar 22, 2018Updated 7 years ago
- ☆94Jan 25, 2022Updated 4 years ago
- ☆14Jun 8, 2018Updated 7 years ago
- Layerwise Relevance Visualization in Convolutional Text Graph Classifiers☆12Jun 2, 2021Updated 4 years ago
- The implementation of "The Kanerva Machine" with Pytorch and Pyro☆12Jun 14, 2018Updated 7 years ago
- Information Bottlenecks for Attribution☆84Nov 10, 2022Updated 3 years ago
- ☆125May 10, 2021Updated 4 years ago
- pytorch implementation of SOSELETO☆15Sep 5, 2019Updated 6 years ago
- Source code for paper Mroueh, Sercu, Rigotti, Padhi, dos Santos, "Sobolev Independence Criterion", NeurIPS 2019☆14Jun 17, 2024Updated last year
- This repository contains code for the paper "Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs" (Wang, Lawrence…☆17Mar 8, 2021Updated 5 years ago
- This repository includes the masking vocabulary used in the ICLR 2021 spotlight PMI-Masking paper☆14Aug 9, 2021Updated 4 years ago
- [ACL 20] Probing Linguistic Features of Sentence-level Representations in Neural Relation Extraction☆13Apr 21, 2020Updated 5 years ago
- a deep recurrent model for exchangeable data☆34Jul 1, 2020Updated 5 years ago
- a9 — a web-based note-taking application☆16Mar 24, 2021Updated 4 years ago
- Code accompanying the paper "Knowledge Base Completion Meets Transfer Learning"☆15Feb 21, 2024Updated 2 years ago
- Variational inference in Dirichlet process Gaussian mixture model (tensorflow implementation)☆13Oct 8, 2018Updated 7 years ago
- Resnet example that trains on the 5-particle practice data☆14May 11, 2021Updated 4 years ago
- ☆19Apr 22, 2024Updated last year
- Repository for ML Reproducibility Challenge 2020 for the Neurips paper, "The Value Equivalence Principle for Model-Based Reinforcement Le…☆18Apr 13, 2021Updated 4 years ago
- Implementation of the Prioritized Option-Critic on the Four-Rooms Environment☆17Dec 24, 2017Updated 8 years ago
- Code for the paper Novelty Search in Representational Space for Sample Efficient Exploration presented at NeurIPS 2020.☆14Jul 16, 2024Updated last year
- Code for the Paper 'On the Connection Between Adversarial Robustness and Saliency Map Interpretability' by C. Etmann, S. Lunz, P. Maass, …☆16May 9, 2019Updated 6 years ago
- Deep Gaussian Processes with Importance-Weighted Variational Inference☆39May 30, 2019Updated 6 years ago
- Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications☆19Jul 20, 2020Updated 5 years ago
- Π Model from “Temporal Ensembling for Semi-Supervised Learning” (ICLR 2017) with TensorFlow.☆16Dec 9, 2017Updated 8 years ago
- RelEx - A simple framework for Relation Extraction built on AllenNLP☆15Jun 17, 2020Updated 5 years ago
- More efficient exploration for reinforcement learning in two-player, zero-sum game☆21Jul 30, 2024Updated last year
- A PyTorch implementation of alpha-GAN☆15Jul 27, 2017Updated 8 years ago
- New Modeling The Background CodeBase☆15Jan 7, 2022Updated 4 years ago
- PyTorch implementation of the Feed-Forward Attention Mechanism.☆18Jul 17, 2018Updated 7 years ago
- Implementation of Information Dropout☆39Jul 12, 2017Updated 8 years ago
- Bridging State and History Representations: Understanding Self-Predictive RL, ICLR 2024☆24Apr 7, 2024Updated last year
- [ICML 2021] Learning Task Informed Abstractions -- a representation learning approach for model-based RL in complex visual domains☆18Jul 20, 2021Updated 4 years ago
- Pylint plugin to for PyTorch Tensor Annotations / Operations☆20May 13, 2019Updated 6 years ago
- Safe Option-Critic: Learning Safety in the Option-Critic Architecture☆20Dec 16, 2018Updated 7 years ago
- ☆25Jan 2, 2019Updated 7 years ago
- Invariant Causal Prediction for Block MDPs☆44Jun 11, 2020Updated 5 years ago
- ☆28Mar 20, 2024Updated last year
- a python implementation of various versions of the information bottleneck, including automated parameter searching☆132Jul 2, 2020Updated 5 years ago