Information Bottlenecks for Attribution
☆84Nov 10, 2022Updated 3 years ago
Alternatives and similar repositories for IBA
Users that are interested in IBA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the Paper "Restricting the Flow: Information Bottlenecks for Attribution"☆79Mar 18, 2020Updated 6 years ago
- Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution☆63Mar 25, 2024Updated 2 years ago
- Demo code for the paper: One Thing to Fool them All: Generating Interpretable, Universal, and Physically-Realizable Adversarial Features☆12Nov 30, 2023Updated 2 years ago
- NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information☆34Dec 13, 2021Updated 4 years ago
- Implementation of Boundary Attributions for Normal (Vector) Explanations☆11Aug 13, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Explaining a black-box using Deep Variational Information Bottleneck Approach☆46Oct 29, 2022Updated 3 years ago
- ☆17Mar 2, 2023Updated 3 years ago
- This repository provides a PyTorch implementation of "Fooling Neural Network Interpretations via Adversarial Model Manipulation". Our pap…☆23Dec 19, 2020Updated 5 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆213Mar 22, 2018Updated 8 years ago
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆393Feb 12, 2026Updated last month
- Implementation of Information Dropout☆39Jul 12, 2017Updated 8 years ago
- Papers, codes, datasets, researchers on information bottleneck☆65Aug 6, 2024Updated last year
- Information Bottleneck Approach to Spatial Attention Learning, IJCAI2021☆15Jun 1, 2021Updated 4 years ago
- ☆18Apr 16, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Code for paper "Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals"☆18Oct 17, 2022Updated 3 years ago
- Tensorflow implementation for the ECCV20 paper "Improving Adversarial Robustness by Enforcing Local and Global Compactness"☆15Jun 13, 2021Updated 4 years ago
- Implementation of the paper: "Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning…☆22Nov 2, 2021Updated 4 years ago
- Interpreting DNNs, Relative attributing propagation☆77Dec 7, 2020Updated 5 years ago
- [NeurIPS 2020] code for "Boundary thickness and robustness in learning models"☆20Dec 11, 2020Updated 5 years ago
- 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
- [NeurIPS 2021] “When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?”☆48Nov 21, 2021Updated 4 years ago
- 'Robust Semantic Interpretability: Revisiting Concept Activation Vectors' Official Implementation☆11Jul 15, 2020Updated 5 years ago
- Implementation of Multi-View Information Bottleneck☆139May 27, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆19Dec 25, 2021Updated 4 years ago
- Official Implementation of Poisson2Sparse - MICCAI 2022☆15Sep 1, 2022Updated 3 years ago
- Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)☆99Mar 1, 2022Updated 4 years ago
- Building blocks for uncertainty-aware cycle consistency presented at NeurIPS'21.☆25Oct 28, 2021Updated 4 years ago
- [ACL 20] Probing Linguistic Features of Sentence-level Representations in Neural Relation Extraction☆13Apr 21, 2020Updated 5 years ago
- MC-CoT implementation code☆22Jun 24, 2025Updated 9 months ago
- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆27Dec 8, 2022Updated 3 years ago
- Pytorch Implementation of recent visual attribution methods for model interpretability☆146Feb 27, 2020Updated 6 years ago
- Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)☆11Oct 25, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- [ACL 2025] RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection☆34Jul 23, 2025Updated 8 months ago
- [ICLR 2023] PyTorch code of Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees☆23Jun 19, 2023Updated 2 years ago
- PyTorch implementation of NICE☆34Jan 30, 2019Updated 7 years ago
- Source code for paper Mroueh, Sercu, Rigotti, Padhi, dos Santos, "Sobolev Independence Criterion", NeurIPS 2019☆14Jun 17, 2024Updated last year
- OD-test: A Less Biased Evaluation of Out-of-Distribution (Outlier) Detectors (PyTorch)☆62Nov 6, 2023Updated 2 years ago
- ☆13Jul 26, 2023Updated 2 years ago
- Example implementation for the paper: (ICLR Oral) Learning Robust Representations by Projecting Superficial Statistics Out☆27Apr 7, 2021Updated 5 years ago