Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers, Paper accepted at eXCV workshop of ECCV 2024
☆30Jan 6, 2025Updated last year
Alternatives and similar repositories for Pruning-by-eXplaining-in-PyTorch
Users that are interested in Pruning-by-eXplaining-in-PyTorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆17Jun 3, 2026Updated last month
- Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.☆16Feb 20, 2026Updated 4 months ago
- Layer-wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]☆239Jul 11, 2025Updated 11 months ago
- PyTorch implementation of "Dynamic Structure Pruning for Compressing CNNs" (AAAI 2023 Oral)☆28Jan 15, 2024Updated 2 years ago
- A toolkit for quantitative evaluation of data attribution methods.☆60May 11, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementing LRP (Layer-wise Relevance Propagation) for a sequence-to-sequence model with GRU layers.☆12Sep 8, 2023Updated 2 years ago
- Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.☆15Jan 16, 2024Updated 2 years ago
- Structured Neuron Level Pruning to compress Transformer-based models [ECCV'24]☆16Aug 7, 2024Updated last year
- Pruning CNN using CNN with toy example☆23Jun 21, 2021Updated 5 years ago
- Mapping out the "memory" of neural nets with data attribution☆64Updated this week
- Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…☆17Aug 7, 2022Updated 3 years ago
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆13Jan 26, 2025Updated last year
- ☆14Jun 12, 2023Updated 3 years ago
- Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.☆58Nov 3, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆11Jul 8, 2020Updated 5 years ago
- Using machine learning techniques for prediction and modelling non linear dynamic systems.☆10Jun 29, 2018Updated 8 years ago
- [NeurIPS 2024] Official implementation of the paper "MambaLRP: Explaining Selective State Space Sequence Models" 🐍☆47Nov 6, 2024Updated last year
- [NeurIPS XAIA & Springer] Code and notebooks to paper "A Fresh Look at Sanity Checks for Saliency Maps"☆25Jul 12, 2024Updated last year
- Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations☆666May 4, 2026Updated 2 months ago
- Gathers data science and machine learning problem solving using PySpark and Hadoop.☆11Jan 22, 2019Updated 7 years ago
- ☆28Feb 19, 2023Updated 3 years ago
- Code for our WACV 2021 paper "Exploiting the Redundancy in Convolutional Filters for Parameter Reduction"☆11Jan 6, 2021Updated 5 years ago
- ☆20Feb 8, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- using monte carlo dropout to have uncertainty estimation of predictions☆16Nov 12, 2019Updated 6 years ago
- Deep Counterfactual Prediction with Categorical Backward Variables☆12Feb 8, 2023Updated 3 years ago
- An implementation of the AlphaZero algorithm for adversarial games to be used with the machine learning framework of your choice☆12Aug 30, 2020Updated 5 years ago
- ☆16May 3, 2024Updated 2 years ago
- Official code repository for the paper "Rethinking Model Prototyping through the MedMNIST+ Dataset Collection" @ Scientific Reports☆13Mar 5, 2025Updated last year
- Official repository for the paper: "Trees with Attention for Set Prediction Tasks" (ICML21)☆10Jan 19, 2022Updated 4 years ago
- Fully Connected Memristor based Neural Network Simulator☆10Jun 7, 2024Updated 2 years ago
- ☆15Nov 3, 2025Updated 8 months ago
- A hybrid neural network combining CNN and LSTM layers enhances ECG signal classification by capturing both spatial (waveform amplitude, …☆15Oct 30, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [NeurIPS 2024] CoSy is an automatic evaluation framework for textual explanations of neurons.☆20Jan 28, 2026Updated 5 months ago
- ☆13Oct 21, 2021Updated 4 years ago
- CASME II: An Improved Spontaneous Micro-Expression Database and the Baseline Evaluation☆10Oct 19, 2018Updated 7 years ago
- Advancing Medical Image Segmentation Through Multi-Task and Multi-Scale Contrastive Knowledge Distillation☆20Jun 13, 2024Updated 2 years ago
- [NeurIPS 2025 MechInterp Workshop - Spotlight] Official implementation of the paper "RelP: Faithful and Efficient Circuit Discovery in La…☆29Nov 3, 2025Updated 8 months ago
- Using tensorflow object detection api and openCV to calculate real world coordinates from top view with fixed height of the camera.☆10Jun 19, 2021Updated 5 years ago
- This packages provides a simple python implementation of Invariant Causal Prediction (ICP)☆13Mar 22, 2024Updated 2 years ago